R version 3.0.2 (2013-09-25) -- "Frisbee Sailing"
Copyright (C) 2013 The R Foundation for Statistical Computing
Platform: i686-pc-linux-gnu (32-bit)
R is free software and comes with ABSOLUTELY NO WARRANTY.
You are welcome to redistribute it under certain conditions.
Type 'license()' or 'licence()' for distribution details.
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Type 'contributors()' for more information and
'citation()' on how to cite R or R packages in publications.
Type 'demo()' for some demos, 'help()' for on-line help, or
'help.start()' for an HTML browser interface to help.
Type 'q()' to quit R.
> x <- array(list(1948
+ ,0
+ ,14.15
+ ,2.64971462
+ ,1948.0833333333
+ ,0
+ ,13.95
+ ,2.63547951
+ ,1948.1666666667
+ ,0
+ ,13.96
+ ,2.6361961
+ ,1948.25
+ ,0
+ ,13.99
+ ,2.63834279
+ ,1948.3333333333
+ ,1
+ ,14.08
+ ,2.64475535
+ ,1948.4166666667
+ ,0
+ ,14.03
+ ,2.64119789
+ ,1948.5
+ ,1
+ ,13.93
+ ,2.63404479
+ ,1948.5833333333
+ ,2
+ ,13.95
+ ,2.63547951
+ ,1948.6666666667
+ ,3
+ ,13.94
+ ,2.63476241
+ ,1948.75
+ ,1
+ ,14.01
+ ,2.63977136
+ ,1948.8333333333
+ ,1
+ ,13.98
+ ,2.63762774
+ ,1948.9166666667
+ ,0
+ ,13.84
+ ,2.62756295
+ ,1949
+ ,0
+ ,14.16
+ ,2.65042109
+ ,1949.0833333333
+ ,0
+ ,13.92
+ ,2.63332665
+ ,1949.1666666667
+ ,0
+ ,13.97
+ ,2.63691217
+ ,1949.25
+ ,0
+ ,14
+ ,2.63905733
+ ,1949.3333333333
+ ,0
+ ,14
+ ,2.63905733
+ ,1949.4166666667
+ ,0
+ ,13.87
+ ,2.62972823
+ ,1949.5
+ ,0
+ ,13.94
+ ,2.63476241
+ ,1949.5833333333
+ ,3
+ ,13.98
+ ,2.63762774
+ ,1949.6666666667
+ ,7
+ ,13.95
+ ,2.63547951
+ ,1949.75
+ ,2
+ ,14.01
+ ,2.63977136
+ ,1949.8333333333
+ ,1
+ ,13.96
+ ,2.6361961
+ ,1949.9166666667
+ ,0
+ ,13.88
+ ,2.63044896
+ ,1950
+ ,0
+ ,13.76
+ ,2.62176583
+ ,1950.0833333333
+ ,0
+ ,13.79
+ ,2.62394369
+ ,1950.1666666667
+ ,0
+ ,13.97
+ ,2.63691217
+ ,1950.25
+ ,0
+ ,13.84
+ ,2.62756295
+ ,1950.3333333333
+ ,0
+ ,13.94
+ ,2.63476241
+ ,1950.4166666667
+ ,0
+ ,13.97
+ ,2.63691217
+ ,1950.5
+ ,0
+ ,13.92
+ ,2.63332665
+ ,1950.5833333333
+ ,4
+ ,13.87
+ ,2.62972823
+ ,1950.6666666667
+ ,3
+ ,13.9
+ ,2.63188884
+ ,1950.75
+ ,6
+ ,13.85
+ ,2.62828523
+ ,1950.8333333333
+ ,0
+ ,13.7
+ ,2.61739583
+ ,1950.9166666667
+ ,0
+ ,13.87
+ ,2.62972823
+ ,1951
+ ,0
+ ,13.74
+ ,2.62031129
+ ,1951.0833333333
+ ,0
+ ,13.64
+ ,2.61300665
+ ,1951.1666666667
+ ,0
+ ,13.83
+ ,2.62684015
+ ,1951.25
+ ,0
+ ,13.88
+ ,2.63044896
+ ,1951.3333333333
+ ,1
+ ,14.01
+ ,2.63977136
+ ,1951.4166666667
+ ,0
+ ,13.98
+ ,2.63762774
+ ,1951.5
+ ,0
+ ,14.02
+ ,2.64048488
+ ,1951.5833333333
+ ,3
+ ,14.1
+ ,2.6461748
+ ,1951.6666666667
+ ,4
+ ,14.11
+ ,2.64688377
+ ,1951.75
+ ,2
+ ,14.14
+ ,2.64900766
+ ,1951.8333333333
+ ,0
+ ,14.04
+ ,2.6419104
+ ,1951.9166666667
+ ,0
+ ,14.19
+ ,2.65253749
+ ,1952
+ ,0
+ ,14.17
+ ,2.65112705
+ ,1952.0833333333
+ ,1
+ ,14.14
+ ,2.64900766
+ ,1952.1666666667
+ ,0
+ ,13.94
+ ,2.63476241
+ ,1952.25
+ ,0
+ ,14.09
+ ,2.64546533
+ ,1952.3333333333
+ ,0
+ ,14.06
+ ,2.64333389
+ ,1952.4166666667
+ ,0
+ ,14.07
+ ,2.64404487
+ ,1952.5
+ ,0
+ ,14.07
+ ,2.64404487
+ ,1952.5833333333
+ ,2
+ ,14.07
+ ,2.64404487
+ ,1952.6666666667
+ ,2
+ ,14.05
+ ,2.6426224
+ ,1952.75
+ ,2
+ ,13.99
+ ,2.63834279
+ ,1952.8333333333
+ ,0
+ ,13.85
+ ,2.62828523
+ ,1952.9166666667
+ ,0
+ ,13.95
+ ,2.63547951
+ ,1953
+ ,0
+ ,14.13
+ ,2.6483002
+ ,1953.0833333333
+ ,0
+ ,14.2
+ ,2.65324196
+ ,1953.1666666667
+ ,0
+ ,14.2
+ ,2.65324196
+ ,1953.25
+ ,0
+ ,14.18
+ ,2.65183252
+ ,1953.3333333333
+ ,1
+ ,14.13
+ ,2.6483002
+ ,1953.4166666667
+ ,0
+ ,14.07
+ ,2.64404487
+ ,1953.5
+ ,0
+ ,14.06
+ ,2.64333389
+ ,1953.5833333333
+ ,3
+ ,14.07
+ ,2.64404487
+ ,1953.6666666667
+ ,3
+ ,14.1
+ ,2.6461748
+ ,1953.75
+ ,4
+ ,14.1
+ ,2.6461748
+ ,1953.8333333333
+ ,1
+ ,14
+ ,2.63905733
+ ,1953.9166666667
+ ,1
+ ,14.16
+ ,2.65042109
+ ,1954
+ ,0
+ ,13.85
+ ,2.62828523
+ ,1954.0833333333
+ ,0
+ ,13.97
+ ,2.63691217
+ ,1954.1666666667
+ ,0
+ ,13.91
+ ,2.63260801
+ ,1954.25
+ ,0
+ ,13.9
+ ,2.63188884
+ ,1954.3333333333
+ ,0
+ ,13.83
+ ,2.62684015
+ ,1954.4166666667
+ ,1
+ ,13.9
+ ,2.63188884
+ ,1954.5
+ ,1
+ ,13.79
+ ,2.62394369
+ ,1954.5833333333
+ ,2
+ ,13.88
+ ,2.63044896
+ ,1954.6666666667
+ ,4
+ ,13.94
+ ,2.63476241
+ ,1954.75
+ ,1
+ ,13.95
+ ,2.63547951
+ ,1954.8333333333
+ ,1
+ ,14.08
+ ,2.64475535
+ ,1954.9166666667
+ ,1
+ ,13.87
+ ,2.62972823
+ ,1955
+ ,0
+ ,14.16
+ ,2.65042109
+ ,1955.0833333333
+ ,0
+ ,13.9
+ ,2.63188884
+ ,1955.1666666667
+ ,0
+ ,13.74
+ ,2.62031129
+ ,1955.25
+ ,0
+ ,13.82
+ ,2.62611682
+ ,1955.3333333333
+ ,0
+ ,13.82
+ ,2.62611682
+ ,1955.4166666667
+ ,0
+ ,13.88
+ ,2.63044896
+ ,1955.5
+ ,1
+ ,13.9
+ ,2.63188884
+ ,1955.5833333333
+ ,4
+ ,14.04
+ ,2.6419104
+ ,1955.6666666667
+ ,5
+ ,13.92
+ ,2.63332665
+ ,1955.75
+ ,2
+ ,13.96
+ ,2.6361961
+ ,1955.8333333333
+ ,0
+ ,13.8
+ ,2.62466859
+ ,1955.9166666667
+ ,0
+ ,13.74
+ ,2.62031129
+ ,1956
+ ,0
+ ,13.84
+ ,2.62756295
+ ,1956.0833333333
+ ,0
+ ,13.71
+ ,2.61812549
+ ,1956.1666666667
+ ,0
+ ,13.78
+ ,2.62321827
+ ,1956.25
+ ,0
+ ,13.78
+ ,2.62321827
+ ,1956.3333333333
+ ,0
+ ,13.76
+ ,2.62176583
+ ,1956.4166666667
+ ,1
+ ,13.81
+ ,2.62539297
+ ,1956.5
+ ,1
+ ,13.87
+ ,2.62972823
+ ,1956.5833333333
+ ,1
+ ,13.76
+ ,2.62176583
+ ,1956.6666666667
+ ,3
+ ,13.82
+ ,2.62611682
+ ,1956.75
+ ,1
+ ,13.82
+ ,2.62611682
+ ,1956.8333333333
+ ,0
+ ,13.83
+ ,2.62684015
+ ,1956.9166666667
+ ,0
+ ,13.91
+ ,2.63260801
+ ,1957
+ ,0
+ ,13.92
+ ,2.63332665
+ ,1957.0833333333
+ ,0
+ ,14
+ ,2.63905733
+ ,1957.1666666667
+ ,0
+ ,13.99
+ ,2.63834279
+ ,1957.25
+ ,0
+ ,14.01
+ ,2.63977136
+ ,1957.3333333333
+ ,0
+ ,14.09
+ ,2.64546533
+ ,1957.4166666667
+ ,2
+ ,14.13
+ ,2.6483002
+ ,1957.5
+ ,0
+ ,14.03
+ ,2.64119789
+ ,1957.5833333333
+ ,1
+ ,14.1
+ ,2.6461748
+ ,1957.6666666667
+ ,3
+ ,14.05
+ ,2.6426224
+ ,1957.75
+ ,1
+ ,14.02
+ ,2.64048488
+ ,1957.8333333333
+ ,0
+ ,14.11
+ ,2.64688377
+ ,1957.9166666667
+ ,0
+ ,14.21
+ ,2.65394594
+ ,1958
+ ,0
+ ,14.38
+ ,2.66583835
+ ,1958.0833333333
+ ,0
+ ,14.23
+ ,2.65535241
+ ,1958.1666666667
+ ,0
+ ,14.1
+ ,2.6461748
+ ,1958.25
+ ,0
+ ,14.04
+ ,2.6419104
+ ,1958.3333333333
+ ,0
+ ,14.12
+ ,2.64759223
+ ,1958.4166666667
+ ,1
+ ,14
+ ,2.63905733
+ ,1958.5
+ ,0
+ ,14.11
+ ,2.64688377
+ ,1958.5833333333
+ ,4
+ ,14.03
+ ,2.64119789
+ ,1958.6666666667
+ ,4
+ ,14.03
+ ,2.64119789
+ ,1958.75
+ ,1
+ ,14.04
+ ,2.6419104
+ ,1958.8333333333
+ ,0
+ ,14.06
+ ,2.64333389
+ ,1958.9166666667
+ ,0
+ ,14.1
+ ,2.6461748
+ ,1959
+ ,0
+ ,14.11
+ ,2.64688377
+ ,1959.0833333333
+ ,0
+ ,14.12
+ ,2.64759223
+ ,1959.1666666667
+ ,0
+ ,14.24
+ ,2.65605491
+ ,1959.25
+ ,0
+ ,14.17
+ ,2.65112705
+ ,1959.3333333333
+ ,1
+ ,14.08
+ ,2.64475535
+ ,1959.4166666667
+ ,2
+ ,14.07
+ ,2.64404487
+ ,1959.5
+ ,1
+ ,14.09
+ ,2.64546533
+ ,1959.5833333333
+ ,1
+ ,14.02
+ ,2.64048488
+ ,1959.6666666667
+ ,3
+ ,14.01
+ ,2.63977136
+ ,1959.75
+ ,2
+ ,13.98
+ ,2.63762774
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+ ,0
+ ,13.92
+ ,2.63332665
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+ ,0
+ ,14.03
+ ,2.64119789
+ ,1960
+ ,0
+ ,14.01
+ ,2.63977136
+ ,1960.0833333333
+ ,0
+ ,14.19
+ ,2.65253749
+ ,1960.1666666667
+ ,0
+ ,13.73
+ ,2.61958322
+ ,1960.25
+ ,0
+ ,13.92
+ ,2.63332665
+ ,1960.3333333333
+ ,0
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+ ,1960.6666666667
+ ,2
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+ ,0
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+ ,2.6419104
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+ ,0
+ ,13.93
+ ,2.63404479
+ ,1960.9166666667
+ ,0
+ ,14.17
+ ,2.65112705
+ ,1961
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+ ,14.06
+ ,2.64333389
+ ,1961.0833333333
+ ,0
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+ ,2.65324196
+ ,1961.1666666667
+ ,0
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+ ,2.65042109
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+ ,2.64688377
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+ ,2.63977136
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+ ,2.6426224
+ ,1961.6666666667
+ ,6
+ ,14.04
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+ ,1961.75
+ ,2
+ ,14.1
+ ,2.6461748
+ ,1957.6666666667
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+ ,0
+ ,14.21
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+ ,1958
+ ,0
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+ ,1958.0833333333
+ ,0
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+ ,2.65535241
+ ,1958.1666666667
+ ,0
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+ ,1958.25
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+ ,14.04
+ ,2.6419104
+ ,1958.3333333333
+ ,0
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+ ,2.64759223
+ ,1958.4166666667
+ ,1
+ ,14
+ ,2.63905733
+ ,1958.5
+ ,0
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+ ,2.64688377
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+ ,4
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+ ,1958.6666666667
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+ ,0
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+ ,0
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+ ,1959
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+ ,0
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+ ,0
+ ,14.3
+ ,2.66025954
+ ,1993.25
+ ,0
+ ,14.18
+ ,2.65183252
+ ,1993.3333333333
+ ,0
+ ,14.18
+ ,2.65183252
+ ,1993.4166666667
+ ,1
+ ,14.1
+ ,2.6461748
+ ,1993.5
+ ,0
+ ,14.09
+ ,2.64546533
+ ,1993.5833333333
+ ,4
+ ,14.03
+ ,2.64119789
+ ,1993.6666666667
+ ,3
+ ,14.02
+ ,2.64048488
+ ,1993.75
+ ,0
+ ,14.16
+ ,2.65042109
+ ,1993.8333333333
+ ,0
+ ,14
+ ,2.63905733
+ ,1993.9166666667
+ ,0
+ ,14.14
+ ,2.64900766
+ ,1994
+ ,0
+ ,14.28
+ ,2.65885996
+ ,1994.0833333333
+ ,0
+ ,13.94
+ ,2.63476241
+ ,1994.1666666667
+ ,0
+ ,14.25
+ ,2.65675691
+ ,1994.25
+ ,0
+ ,14.26
+ ,2.65745841
+ ,1994.3333333333
+ ,0
+ ,14.22
+ ,2.65464942
+ ,1994.4166666667
+ ,1
+ ,14.29
+ ,2.65955999
+ ,1994.5
+ ,0
+ ,14.2
+ ,2.65324196
+ ,1994.5833333333
+ ,2
+ ,14.19
+ ,2.65253749
+ ,1994.6666666667
+ ,2
+ ,14.25
+ ,2.65675691
+ ,1994.75
+ ,0
+ ,14.38
+ ,2.66583835
+ ,1994.8333333333
+ ,2
+ ,14.37
+ ,2.6651427
+ ,1994.9166666667
+ ,0
+ ,14.29
+ ,2.65955999
+ ,1995
+ ,0
+ ,14.44
+ ,2.67000213
+ ,1995.0833333333
+ ,0
+ ,14.7
+ ,2.68784749
+ ,1995.1666666667
+ ,0
+ ,14.44
+ ,2.67000213
+ ,1995.25
+ ,0
+ ,14.34
+ ,2.66305284
+ ,1995.3333333333
+ ,0
+ ,14.11
+ ,2.64688377
+ ,1995.4166666667
+ ,1
+ ,14.33
+ ,2.66235524
+ ,1995.5
+ ,5
+ ,14.46
+ ,2.67138622
+ ,1995.5833333333
+ ,7
+ ,14.37
+ ,2.6651427
+ ,1995.6666666667
+ ,3
+ ,14.24
+ ,2.65605491
+ ,1995.75
+ ,4
+ ,14.42
+ ,2.66861613
+ ,1995.8333333333
+ ,0
+ ,14.37
+ ,2.6651427
+ ,1995.9166666667
+ ,0
+ ,14.26
+ ,2.65745841
+ ,1996
+ ,0
+ ,14.23
+ ,2.65535241
+ ,1996.0833333333
+ ,0
+ ,14.43
+ ,2.66930937
+ ,1996.1666666667
+ ,0
+ ,14.25
+ ,2.65675691
+ ,1996.25
+ ,0
+ ,14.2
+ ,2.65324196
+ ,1996.3333333333
+ ,0
+ ,14.21
+ ,2.65394594
+ ,1996.4166666667
+ ,1
+ ,14.18
+ ,2.65183252
+ ,1996.5
+ ,2
+ ,14.3
+ ,2.66025954
+ ,1996.5833333333
+ ,4
+ ,14.32
+ ,2.66165716
+ ,1996.6666666667
+ ,2
+ ,14.16
+ ,2.65042109
+ ,1996.75
+ ,3
+ ,14.15
+ ,2.64971462
+ ,1996.8333333333
+ ,1
+ ,14.28
+ ,2.65885996
+ ,1996.9166666667
+ ,0
+ ,14.31
+ ,2.66095859
+ ,1997
+ ,0
+ ,14.27
+ ,2.65815943
+ ,1997.0833333333
+ ,0
+ ,14.31
+ ,2.66095859
+ ,1997.1666666667
+ ,0
+ ,14.46
+ ,2.67138622
+ ,1997.25
+ ,0
+ ,14.33
+ ,2.66235524
+ ,1997.3333333333
+ ,0
+ ,14.31
+ ,2.66095859
+ ,1997.4166666667
+ ,1
+ ,14.43
+ ,2.66930937
+ ,1997.5
+ ,3
+ ,14.28
+ ,2.65885996
+ ,1997.5833333333
+ ,0
+ ,14.36
+ ,2.66444656
+ ,1997.6666666667
+ ,1
+ ,14.45
+ ,2.67069441
+ ,1997.75
+ ,2
+ ,14.5
+ ,2.67414865
+ ,1997.8333333333
+ ,0
+ ,14.55
+ ,2.67759099
+ ,1997.9166666667
+ ,0
+ ,14.53
+ ,2.67621548
+ ,1998
+ ,0
+ ,14.55
+ ,2.67759099
+ ,1998.0833333333
+ ,0
+ ,14.83
+ ,2.69665216
+ ,1998.1666666667
+ ,0
+ ,14.56
+ ,2.67827804
+ ,1998.25
+ ,0
+ ,14.58
+ ,2.67965073
+ ,1998.3333333333
+ ,0
+ ,14.59
+ ,2.68033636
+ ,1998.4166666667
+ ,0
+ ,14.59
+ ,2.68033636
+ ,1998.5
+ ,1
+ ,14.67
+ ,2.68580459
+ ,1998.5833333333
+ ,4
+ ,14.6
+ ,2.68102153
+ ,1998.6666666667
+ ,6
+ ,14.43
+ ,2.66930937
+ ,1998.75
+ ,1
+ ,14.42
+ ,2.66861613
+ ,1998.8333333333
+ ,1
+ ,14.4
+ ,2.66722821
+ ,1998.9166666667
+ ,0
+ ,14.51
+ ,2.67483807
+ ,1999
+ ,0
+ ,14.45
+ ,2.67069441
+ ,1999.0833333333
+ ,0
+ ,14.64
+ ,2.68375751
+ ,1999.1666666667
+ ,0
+ ,14.27
+ ,2.65815943
+ ,1999.25
+ ,0
+ ,14.28
+ ,2.65885996
+ ,1999.3333333333
+ ,0
+ ,14.23
+ ,2.65535241
+ ,1999.4166666667
+ ,1
+ ,14.28
+ ,2.65885996
+ ,1999.5
+ ,0
+ ,14.26
+ ,2.65745841
+ ,1999.5833333333
+ ,4
+ ,14.27
+ ,2.65815943
+ ,1999.6666666667
+ ,3
+ ,14.25
+ ,2.65675691
+ ,1999.75
+ ,3
+ ,14.3
+ ,2.66025954
+ ,1999.8333333333
+ ,1
+ ,14.32
+ ,2.66165716
+ ,1999.9166666667
+ ,0
+ ,14.37
+ ,2.6651427
+ ,2000
+ ,0
+ ,14.21
+ ,2.65394594
+ ,2000.0833333333
+ ,0
+ ,14.49
+ ,2.67345876
+ ,2000.1666666667
+ ,0
+ ,14.46
+ ,2.67138622
+ ,2000.25
+ ,0
+ ,14.5
+ ,2.67414865
+ ,2000.3333333333
+ ,0
+ ,14.3
+ ,2.66025954
+ ,2000.4166666667
+ ,0
+ ,14.31
+ ,2.66095859
+ ,2000.5
+ ,0
+ ,14.28
+ ,2.65885996
+ ,2000.5833333333
+ ,4
+ ,14.37
+ ,2.6651427
+ ,2000.6666666667
+ ,7
+ ,14.29
+ ,2.65955999
+ ,2000.75
+ ,4
+ ,14.21
+ ,2.65394594
+ ,2000.8333333333
+ ,0
+ ,14.21
+ ,2.65394594
+ ,2000.9166666667
+ ,0
+ ,14.19
+ ,2.65253749
+ ,2001
+ ,0
+ ,14.38
+ ,2.66583835
+ ,2001.0833333333
+ ,0
+ ,14.4
+ ,2.66722821
+ ,2001.1666666667
+ ,0
+ ,14.56
+ ,2.67827804
+ ,2001.25
+ ,0
+ ,14.42
+ ,2.66861613
+ ,2001.3333333333
+ ,0
+ ,14.47
+ ,2.67207754
+ ,2001.4166666667
+ ,1
+ ,14.45
+ ,2.67069441
+ ,2001.5
+ ,1
+ ,14.46
+ ,2.67138622
+ ,2001.5833333333
+ ,3
+ ,14.45
+ ,2.67069441
+ ,2001.6666666667
+ ,5
+ ,14.45
+ ,2.67069441
+ ,2001.75
+ ,5
+ ,14.43
+ ,2.66930937
+ ,2001.8333333333
+ ,2
+ ,14.68
+ ,2.68648602
+ ,2001.9166666667
+ ,0
+ ,14.47
+ ,2.67207754
+ ,2002
+ ,0
+ ,14.74
+ ,2.69056489
+ ,2002.0833333333
+ ,0
+ ,14.75
+ ,2.69124308
+ ,2002.1666666667
+ ,0
+ ,14.81
+ ,2.69530263
+ ,2002.25
+ ,0
+ ,14.54
+ ,2.67690347
+ ,2002.3333333333
+ ,0
+ ,14.51
+ ,2.67483807
+ ,2002.4166666667
+ ,0
+ ,14.43
+ ,2.66930937
+ ,2002.5
+ ,1
+ ,14.53
+ ,2.67621548
+ ,2002.5833333333
+ ,3
+ ,14.43
+ ,2.66930937
+ ,2002.6666666667
+ ,8
+ ,14.46
+ ,2.67138622
+ ,2002.75
+ ,0
+ ,14.48
+ ,2.67276839
+ ,2002.8333333333
+ ,0
+ ,14.51
+ ,2.67483807
+ ,2002.9166666667
+ ,0
+ ,14.33
+ ,2.66235524)
+ ,dim=c(4
+ ,660)
+ ,dimnames=list(c('time'
+ ,'hurricanes'
+ ,'temperature'
+ ,'lnTemp')
+ ,1:660))
> y <- array(NA,dim=c(4,660),dimnames=list(c('time','hurricanes','temperature','lnTemp'),1:660))
> for (i in 1:dim(x)[1])
+ {
+ for (j in 1:dim(x)[2])
+ {
+ y[i,j] <- as.numeric(x[i,j])
+ }
+ }
> par3 = 'No Linear Trend'
> par2 = 'Do not include Seasonal Dummies'
> par1 = '2'
> par3 <- 'No Linear Trend'
> par2 <- 'Do not include Seasonal Dummies'
> par1 <- '2'
> #'GNU S' R Code compiled by R2WASP v. 1.2.327 ()
> #Author: root
> #To cite this work: Wessa P., (2013), Multiple Regression (v1.0.29) in Free Statistics Software (v$_version), Office for Research Development and Education, URL http://www.wessa.net/rwasp_multipleregression.wasp/
> #Source of accompanying publication: Office for Research, Development, and Education
> #
> library(lattice)
> library(lmtest)
Loading required package: zoo
Attaching package: 'zoo'
The following objects are masked from 'package:base':
as.Date, as.Date.numeric
> n25 <- 25 #minimum number of obs. for Goldfeld-Quandt test
> par1 <- as.numeric(par1)
> x <- t(y)
> k <- length(x[1,])
> n <- length(x[,1])
> x1 <- cbind(x[,par1], x[,1:k!=par1])
> mycolnames <- c(colnames(x)[par1], colnames(x)[1:k!=par1])
> colnames(x1) <- mycolnames #colnames(x)[par1]
> x <- x1
> if (par3 == 'First Differences'){
+ x2 <- array(0, dim=c(n-1,k), dimnames=list(1:(n-1), paste('(1-B)',colnames(x),sep='')))
+ for (i in 1:n-1) {
+ for (j in 1:k) {
+ x2[i,j] <- x[i+1,j] - x[i,j]
+ }
+ }
+ x <- x2
+ }
> if (par2 == 'Include Monthly Dummies'){
+ x2 <- array(0, dim=c(n,11), dimnames=list(1:n, paste('M', seq(1:11), sep ='')))
+ for (i in 1:11){
+ x2[seq(i,n,12),i] <- 1
+ }
+ x <- cbind(x, x2)
+ }
> if (par2 == 'Include Quarterly Dummies'){
+ x2 <- array(0, dim=c(n,3), dimnames=list(1:n, paste('Q', seq(1:3), sep ='')))
+ for (i in 1:3){
+ x2[seq(i,n,4),i] <- 1
+ }
+ x <- cbind(x, x2)
+ }
> k <- length(x[1,])
> if (par3 == 'Linear Trend'){
+ x <- cbind(x, c(1:n))
+ colnames(x)[k+1] <- 't'
+ }
> x
hurricanes time temperature lnTemp
1 0 1948.000 14.15 2.649715
2 0 1948.083 13.95 2.635480
3 0 1948.167 13.96 2.636196
4 0 1948.250 13.99 2.638343
5 1 1948.333 14.08 2.644755
6 0 1948.417 14.03 2.641198
7 1 1948.500 13.93 2.634045
8 2 1948.583 13.95 2.635480
9 3 1948.667 13.94 2.634762
10 1 1948.750 14.01 2.639771
11 1 1948.833 13.98 2.637628
12 0 1948.917 13.84 2.627563
13 0 1949.000 14.16 2.650421
14 0 1949.083 13.92 2.633327
15 0 1949.167 13.97 2.636912
16 0 1949.250 14.00 2.639057
17 0 1949.333 14.00 2.639057
18 0 1949.417 13.87 2.629728
19 0 1949.500 13.94 2.634762
20 3 1949.583 13.98 2.637628
21 7 1949.667 13.95 2.635480
22 2 1949.750 14.01 2.639771
23 1 1949.833 13.96 2.636196
24 0 1949.917 13.88 2.630449
25 0 1950.000 13.76 2.621766
26 0 1950.083 13.79 2.623944
27 0 1950.167 13.97 2.636912
28 0 1950.250 13.84 2.627563
29 0 1950.333 13.94 2.634762
30 0 1950.417 13.97 2.636912
31 0 1950.500 13.92 2.633327
32 4 1950.583 13.87 2.629728
33 3 1950.667 13.90 2.631889
34 6 1950.750 13.85 2.628285
35 0 1950.833 13.70 2.617396
36 0 1950.917 13.87 2.629728
37 0 1951.000 13.74 2.620311
38 0 1951.083 13.64 2.613007
39 0 1951.167 13.83 2.626840
40 0 1951.250 13.88 2.630449
41 1 1951.333 14.01 2.639771
42 0 1951.417 13.98 2.637628
43 0 1951.500 14.02 2.640485
44 3 1951.583 14.10 2.646175
45 4 1951.667 14.11 2.646884
46 2 1951.750 14.14 2.649008
47 0 1951.833 14.04 2.641910
48 0 1951.917 14.19 2.652537
49 0 1952.000 14.17 2.651127
50 1 1952.083 14.14 2.649008
51 0 1952.167 13.94 2.634762
52 0 1952.250 14.09 2.645465
53 0 1952.333 14.06 2.643334
54 0 1952.417 14.07 2.644045
55 0 1952.500 14.07 2.644045
56 2 1952.583 14.07 2.644045
57 2 1952.667 14.05 2.642622
58 2 1952.750 13.99 2.638343
59 0 1952.833 13.85 2.628285
60 0 1952.917 13.95 2.635480
61 0 1953.000 14.13 2.648300
62 0 1953.083 14.20 2.653242
63 0 1953.167 14.20 2.653242
64 0 1953.250 14.18 2.651833
65 1 1953.333 14.13 2.648300
66 0 1953.417 14.07 2.644045
67 0 1953.500 14.06 2.643334
68 3 1953.583 14.07 2.644045
69 3 1953.667 14.10 2.646175
70 4 1953.750 14.10 2.646175
71 1 1953.833 14.00 2.639057
72 1 1953.917 14.16 2.650421
73 0 1954.000 13.85 2.628285
74 0 1954.083 13.97 2.636912
75 0 1954.167 13.91 2.632608
76 0 1954.250 13.90 2.631889
77 0 1954.333 13.83 2.626840
78 1 1954.417 13.90 2.631889
79 1 1954.500 13.79 2.623944
80 2 1954.583 13.88 2.630449
81 4 1954.667 13.94 2.634762
82 1 1954.750 13.95 2.635480
83 1 1954.833 14.08 2.644755
84 1 1954.917 13.87 2.629728
85 0 1955.000 14.16 2.650421
86 0 1955.083 13.90 2.631889
87 0 1955.167 13.74 2.620311
88 0 1955.250 13.82 2.626117
89 0 1955.333 13.82 2.626117
90 0 1955.417 13.88 2.630449
91 1 1955.500 13.90 2.631889
92 4 1955.583 14.04 2.641910
93 5 1955.667 13.92 2.633327
94 2 1955.750 13.96 2.636196
95 0 1955.833 13.80 2.624669
96 0 1955.917 13.74 2.620311
97 0 1956.000 13.84 2.627563
98 0 1956.083 13.71 2.618125
99 0 1956.167 13.78 2.623218
100 0 1956.250 13.78 2.623218
101 0 1956.333 13.76 2.621766
102 1 1956.417 13.81 2.625393
103 1 1956.500 13.87 2.629728
104 1 1956.583 13.76 2.621766
105 3 1956.667 13.82 2.626117
106 1 1956.750 13.82 2.626117
107 0 1956.833 13.83 2.626840
108 0 1956.917 13.91 2.632608
109 0 1957.000 13.92 2.633327
110 0 1957.083 14.00 2.639057
111 0 1957.167 13.99 2.638343
112 0 1957.250 14.01 2.639771
113 0 1957.333 14.09 2.645465
114 2 1957.417 14.13 2.648300
115 0 1957.500 14.03 2.641198
116 1 1957.583 14.10 2.646175
117 3 1957.667 14.05 2.642622
118 1 1957.750 14.02 2.640485
119 0 1957.833 14.11 2.646884
120 0 1957.917 14.21 2.653946
121 0 1958.000 14.38 2.665838
122 0 1958.083 14.23 2.655352
123 0 1958.167 14.10 2.646175
124 0 1958.250 14.04 2.641910
125 0 1958.333 14.12 2.647592
126 1 1958.417 14.00 2.639057
127 0 1958.500 14.11 2.646884
128 4 1958.583 14.03 2.641198
129 4 1958.667 14.03 2.641198
130 1 1958.750 14.04 2.641910
131 0 1958.833 14.06 2.643334
132 0 1958.917 14.10 2.646175
133 0 1959.000 14.11 2.646884
134 0 1959.083 14.12 2.647592
135 0 1959.167 14.24 2.656055
136 0 1959.250 14.17 2.651127
137 1 1959.333 14.08 2.644755
138 2 1959.417 14.07 2.644045
139 1 1959.500 14.09 2.645465
140 1 1959.583 14.02 2.640485
141 3 1959.667 14.01 2.639771
142 2 1959.750 13.98 2.637628
143 0 1959.833 13.92 2.633327
144 0 1959.917 14.03 2.641198
145 0 1960.000 14.01 2.639771
146 0 1960.083 14.19 2.652537
147 0 1960.167 13.73 2.619583
148 0 1960.250 13.92 2.633327
149 0 1960.333 13.94 2.634762
150 1 1960.417 14.03 2.641198
151 2 1960.500 14.04 2.641910
152 2 1960.583 14.03 2.641198
153 2 1960.667 14.07 2.644045
154 0 1960.750 14.04 2.641910
155 0 1960.833 13.93 2.634045
156 0 1960.917 14.17 2.651127
157 0 1961.000 14.06 2.643334
158 0 1961.083 14.20 2.653242
159 0 1961.167 14.16 2.650421
160 0 1961.250 14.11 2.646884
161 0 1961.333 14.16 2.650421
162 0 1961.417 14.13 2.648300
163 1 1961.500 14.01 2.639771
164 0 1961.583 14.05 2.642622
165 6 1961.667 14.04 2.641910
166 2 1961.750 14.10 2.646175
167 3 1957.667 14.05 2.642622
168 1 1957.750 14.02 2.640485
169 0 1957.833 14.11 2.646884
170 0 1957.917 14.21 2.653946
171 0 1958.000 14.38 2.665838
172 0 1958.083 14.23 2.655352
173 0 1958.167 14.10 2.646175
174 0 1958.250 14.04 2.641910
175 0 1958.333 14.12 2.647592
176 1 1958.417 14.00 2.639057
177 0 1958.500 14.11 2.646884
178 4 1958.583 14.03 2.641198
179 4 1958.667 14.03 2.641198
180 1 1958.750 14.04 2.641910
181 0 1958.833 14.06 2.643334
182 0 1958.917 14.10 2.646175
183 0 1959.000 14.11 2.646884
184 0 1959.083 14.12 2.647592
185 0 1959.167 14.24 2.656055
186 0 1959.250 14.17 2.651127
187 1 1959.333 14.08 2.644755
188 2 1959.417 14.07 2.644045
189 1 1959.500 14.09 2.645465
190 1 1959.583 14.02 2.640485
191 3 1959.667 14.01 2.639771
192 2 1959.750 13.98 2.637628
193 0 1959.833 13.92 2.633327
194 0 1959.917 14.03 2.641198
195 0 1960.000 14.01 2.639771
196 0 1960.083 14.19 2.652537
197 0 1960.167 13.73 2.619583
198 0 1960.250 13.92 2.633327
199 0 1960.333 13.94 2.634762
200 1 1960.417 14.03 2.641198
201 2 1960.500 14.04 2.641910
202 2 1960.583 14.03 2.641198
203 2 1960.667 14.07 2.644045
204 0 1960.750 14.04 2.641910
205 0 1960.833 13.93 2.634045
206 0 1960.917 14.17 2.651127
207 0 1961.000 14.06 2.643334
208 0 1961.083 14.20 2.653242
209 0 1961.167 14.16 2.650421
210 0 1961.250 14.11 2.646884
211 0 1961.333 14.16 2.650421
212 0 1961.417 14.13 2.648300
213 1 1961.500 14.01 2.639771
214 0 1961.583 14.05 2.642622
215 6 1961.667 14.04 2.641910
216 2 1961.750 14.03 2.641198
217 2 1961.833 14.04 2.641910
218 0 1961.917 13.90 2.631889
219 0 1962.000 14.09 2.645465
220 0 1962.083 14.16 2.650421
221 0 1962.167 14.09 2.645465
222 0 1962.250 14.08 2.644755
223 0 1962.333 13.95 2.635480
224 0 1962.417 14.01 2.639771
225 0 1962.500 14.00 2.639057
226 2 1962.583 13.99 2.638343
227 2 1962.667 14.00 2.639057
228 1 1962.750 14.02 2.640485
229 0 1962.833 14.06 2.643334
230 0 1962.917 14.02 2.640485
231 0 1963.000 13.97 2.636912
232 0 1963.083 14.19 2.652537
233 0 1963.167 13.97 2.636912
234 0 1963.250 13.98 2.637628
235 0 1963.333 14.03 2.641198
236 0 1963.417 14.04 2.641910
237 1 1963.500 14.13 2.648300
238 1 1963.583 14.22 2.654649
239 5 1963.667 14.21 2.653946
240 2 1963.750 14.15 2.649715
241 0 1963.833 14.17 2.651127
242 0 1963.917 14.03 2.641198
243 0 1964.000 14.02 2.640485
244 0 1964.083 13.91 2.632608
245 0 1964.167 13.81 2.625393
246 0 1964.250 13.78 2.623218
247 0 1964.333 13.83 2.626840
248 1 1964.417 13.96 2.636196
249 1 1964.500 13.90 2.631889
250 1 1968.750 14.10 2.646175
251 0 1968.833 13.99 2.638343
252 0 1968.917 13.90 2.631889
253 0 1969.000 13.88 2.630449
254 0 1969.083 13.89 2.631169
255 0 1969.167 14.03 2.641198
256 0 1969.250 14.19 2.652537
257 0 1969.333 14.16 2.650421
258 0 1969.417 14.10 2.646175
259 1 1969.500 14.03 2.641198
260 5 1969.583 14.06 2.643334
261 6 1969.667 14.07 2.644045
262 5 1969.750 14.11 2.646884
263 1 1969.833 14.17 2.651127
264 0 1969.917 14.23 2.655352
265 0 1970.000 14.11 2.646884
266 0 1970.083 14.25 2.656757
267 0 1970.167 14.03 2.641198
268 0 1970.250 14.07 2.644045
269 1 1970.333 13.99 2.638343
270 0 1970.417 14.01 2.639771
271 2 1970.500 13.98 2.637628
272 2 1970.583 13.93 2.634045
273 3 1970.667 14.06 2.643334
274 2 1970.750 13.98 2.637628
275 0 1970.833 14.00 2.639057
276 0 1970.917 13.86 2.629007
277 0 1971.000 13.98 2.637628
278 0 1971.083 13.80 2.624669
279 0 1971.167 13.80 2.624669
280 0 1971.250 13.89 2.631169
281 0 1971.333 13.88 2.630449
282 0 1971.417 13.78 2.623218
283 1 1971.500 13.89 2.631169
284 4 1971.583 13.93 2.634045
285 6 1971.667 13.95 2.635480
286 1 1971.750 13.92 2.633327
287 1 1971.833 13.96 2.636196
288 0 1971.917 13.91 2.632608
289 0 1972.000 13.76 2.621766
290 0 1972.083 13.79 2.623944
291 0 1972.167 13.99 2.638343
292 0 1972.250 13.99 2.638343
293 1 1972.333 13.99 2.638343
294 1 1972.417 14.04 2.641910
295 0 1972.500 14.01 2.639771
296 2 1972.583 14.13 2.648300
297 2 1972.667 14.01 2.639771
298 0 1972.750 14.07 2.644045
299 1 1972.833 14.04 2.641910
300 0 1972.917 14.18 2.651833
301 0 1973.000 14.26 2.657458
302 0 1973.083 14.31 2.660959
303 0 1973.167 14.26 2.657458
304 0 1973.250 14.20 2.653242
305 0 1973.333 14.18 2.651833
306 0 1973.417 14.14 2.649008
307 2 1973.500 14.08 2.644755
308 2 1973.583 14.00 2.639057
309 2 1973.667 14.04 2.641910
310 2 1973.750 14.08 2.644755
311 0 1973.833 14.00 2.639057
312 0 1973.917 13.94 2.634762
313 0 1974.000 13.83 2.626840
314 0 1974.083 13.75 2.621039
315 0 1974.167 13.92 2.633327
316 0 1974.250 13.91 2.632608
317 0 1974.333 13.91 2.632608
318 1 1974.417 13.90 2.631889
319 1 1974.500 13.95 2.635480
320 4 1974.583 14.02 2.640485
321 4 1974.667 13.89 2.631169
322 1 1974.750 13.89 2.631169
323 0 1974.833 13.89 2.631169
324 0 1974.917 13.87 2.629728
325 0 1975.000 14.03 2.641198
326 0 1975.083 13.96 2.636196
327 0 1975.167 14.06 2.643334
328 0 1975.250 13.98 2.637628
329 0 1975.333 14.08 2.644755
330 1 1975.417 13.95 2.635480
331 1 1975.500 13.95 2.635480
332 2 1975.583 13.84 2.627563
333 3 1975.667 13.94 2.634762
334 1 1975.750 13.88 2.630449
335 0 1975.833 13.83 2.626840
336 1 1975.917 13.80 2.624669
337 0 1976.000 13.92 2.633327
338 0 1976.083 13.90 2.631889
339 0 1976.167 13.73 2.619583
340 0 1976.250 13.87 2.629728
341 1 1976.333 13.76 2.621766
342 0 1976.417 13.86 2.629007
343 1 1976.500 13.90 2.631889
344 6 1976.583 13.85 2.628285
345 2 1976.667 13.90 2.631889
346 1 1976.750 13.75 2.621039
347 0 1976.833 13.87 2.629728
348 0 1976.917 13.97 2.636912
349 0 1977.000 13.97 2.636912
350 0 1977.083 14.14 2.649008
351 0 1977.167 14.18 2.651833
352 0 1977.250 14.17 2.651127
353 0 1977.333 14.20 2.653242
354 0 1977.417 14.17 2.651127
355 0 1977.500 14.15 2.649715
356 1 1977.583 14.10 2.646175
357 3 1977.667 14.04 2.641910
358 2 1977.750 14.01 2.639771
359 0 1977.833 14.15 2.649715
360 0 1977.917 14.03 2.641198
361 1 1978.000 14.04 2.641910
362 0 1978.083 14.05 2.642622
363 0 1978.167 14.12 2.647592
364 0 1978.250 14.09 2.645465
365 0 1978.333 13.98 2.637628
366 0 1978.417 13.94 2.634762
367 1 1978.500 14.04 2.641910
368 4 1978.583 13.86 2.629007
369 3 1978.667 14.03 2.641198
370 3 1978.750 13.99 2.638343
371 0 1978.833 14.08 2.644755
372 0 1978.917 14.01 2.639771
373 0 1979.000 14.04 2.641910
374 0 1979.083 13.90 2.631889
375 0 1979.167 14.09 2.645465
376 0 1979.250 14.04 2.641910
377 0 1979.333 13.97 2.636912
378 1 1979.417 14.08 2.644755
379 2 1979.500 13.99 2.638343
380 3 1979.583 14.11 2.646884
381 2 1979.667 14.16 2.650421
382 1 1979.750 14.18 2.651833
383 0 1979.833 14.18 2.651833
384 0 1979.917 14.38 2.665838
385 0 1980.000 14.18 2.651833
386 0 1980.083 14.22 2.654649
387 0 1980.167 14.13 2.648300
388 0 1980.250 14.20 2.653242
389 0 1980.333 14.25 2.656757
390 0 1980.417 14.14 2.649008
391 1 1980.500 14.15 2.649715
392 2 1980.583 14.13 2.648300
393 5 1980.667 14.10 2.646175
394 1 1980.750 14.09 2.645465
395 2 1980.833 14.23 2.655352
396 0 1980.917 14.11 2.646884
397 0 1981.000 14.40 2.667228
398 0 1981.083 14.30 2.660260
399 0 1981.167 14.37 2.665143
400 0 1981.250 14.24 2.656055
401 1 1981.333 14.14 2.649008
402 1 1981.417 14.17 2.651127
403 0 1981.500 14.19 2.652537
404 3 1981.583 14.24 2.656055
405 4 1981.667 14.11 2.646884
406 1 1981.750 14.07 2.644045
407 2 1981.833 14.15 2.649715
408 0 1981.917 14.28 2.658860
409 0 1982.000 14.03 2.641198
410 0 1982.083 14.06 2.643334
411 0 1982.167 13.94 2.634762
412 0 1982.250 14.05 2.642622
413 0 1982.333 14.12 2.647592
414 2 1982.417 14.00 2.639057
415 0 1982.500 14.12 2.647592
416 1 1982.583 13.99 2.638343
417 3 1982.667 14.04 2.641910
418 0 1982.750 14.05 2.642622
419 0 1982.833 14.06 2.643334
420 0 1982.917 14.33 2.662355
421 0 1983.000 14.45 2.670694
422 0 1983.083 14.39 2.666534
423 0 1983.167 14.39 2.666534
424 0 1983.250 14.23 2.655352
425 0 1983.333 14.25 2.656757
426 0 1983.417 14.15 2.649715
427 0 1983.500 14.12 2.647592
428 2 1983.583 14.26 2.657458
429 2 1983.667 14.28 2.658860
430 0 1983.750 14.12 2.647592
431 0 1983.833 14.29 2.659560
432 0 1983.917 14.12 2.647592
433 0 1984.000 14.22 2.654649
434 0 1984.083 14.09 2.645465
435 0 1984.167 14.17 2.651127
436 0 1984.250 14.01 2.639771
437 0 1984.333 14.22 2.654649
438 0 1984.417 13.98 2.637628
439 0 1984.500 14.12 2.647592
440 4 1984.583 14.09 2.645465
441 6 1984.667 14.11 2.646884
442 1 1984.750 14.05 2.642622
443 1 1984.833 13.96 2.636196
444 1 1984.917 13.81 2.625393
445 0 1985.000 14.09 2.645465
446 0 1985.083 13.87 2.629728
447 0 1985.167 14.10 2.646175
448 0 1985.250 14.08 2.644755
449 0 1985.333 14.09 2.645465
450 0 1985.417 14.08 2.644755
451 2 1985.500 13.95 2.635480
452 3 1985.583 14.08 2.644755
453 3 1985.667 14.00 2.639057
454 2 1985.750 14.05 2.642622
455 1 1985.833 13.98 2.637628
456 0 1985.917 14.04 2.641910
457 0 1986.000 14.24 2.656055
458 0 1986.083 14.28 2.658860
459 0 1986.167 14.23 2.655352
460 0 1986.250 14.16 2.650421
461 0 1986.333 14.11 2.646884
462 2 1986.417 14.07 2.644045
463 0 1986.500 14.07 2.644045
464 1 1986.583 14.08 2.644755
465 2 1986.667 14.02 2.640485
466 0 1986.750 14.08 2.644755
467 1 1986.833 14.01 2.639771
468 0 1986.917 14.08 2.644755
469 0 1987.000 14.23 2.655352
470 0 1987.083 14.39 2.666534
471 0 1987.167 14.13 2.648300
472 0 1987.250 14.21 2.653946
473 0 1987.333 14.21 2.653946
474 0 1987.417 14.26 2.657458
475 0 1987.500 14.36 2.664447
476 3 1987.583 14.18 2.651833
477 3 1987.667 14.34 2.663053
478 1 1987.750 14.26 2.657458
479 0 1987.833 14.22 2.654649
480 0 1987.917 14.46 2.671386
481 0 1988.000 14.51 2.674838
482 0 1988.083 14.32 2.661657
483 0 1988.167 14.44 2.670002
484 0 1988.250 14.35 2.663750
485 0 1988.333 14.30 2.660260
486 0 1988.417 14.32 2.661657
487 0 1988.500 14.24 2.656055
488 4 1988.583 14.27 2.658159
489 6 1988.667 14.26 2.657458
490 1 1988.750 14.26 2.657458
491 1 1988.833 14.05 2.642622
492 0 1988.917 14.22 2.654649
493 0 1989.000 14.11 2.646884
494 0 1989.083 14.25 2.656757
495 0 1989.167 14.26 2.657458
496 0 1989.250 14.16 2.650421
497 0 1989.333 14.07 2.644045
498 1 1989.417 14.06 2.643334
499 3 1989.500 14.22 2.654649
500 3 1989.583 14.24 2.656055
501 2 1989.667 14.25 2.656757
502 1 1989.750 14.23 2.655352
503 1 1989.833 14.14 2.649008
504 0 1989.917 14.29 2.659560
505 0 1990.000 14.33 2.662355
506 0 1990.083 14.34 2.663053
507 0 1990.167 14.65 2.684440
508 0 1990.250 14.43 2.669309
509 0 1990.333 14.32 2.661657
510 0 1990.417 14.31 2.660959
511 3 1990.500 14.34 2.663053
512 5 1990.583 14.28 2.658860
513 2 1990.667 14.23 2.655352
514 4 1990.750 14.40 2.667228
515 0 1990.833 14.45 2.670694
516 0 1990.917 14.39 2.666534
517 0 1991.000 14.35 2.663750
518 0 1991.083 14.43 2.669309
519 0 1991.167 14.29 2.659560
520 0 1991.250 14.41 2.667922
521 0 1991.333 14.31 2.660959
522 1 1991.417 14.42 2.668616
523 0 1991.500 14.43 2.669309
524 1 1991.583 14.30 2.660260
525 3 1991.667 14.36 2.664447
526 3 1991.750 14.22 2.654649
527 0 1991.833 14.16 2.650421
528 0 1991.917 14.20 2.653242
529 0 1992.000 14.38 2.665838
530 0 1992.083 14.37 2.665143
531 0 1992.167 14.34 2.663053
532 1 1992.250 14.19 2.652537
533 0 1992.333 14.22 2.654649
534 0 1992.417 14.15 2.649715
535 0 1992.500 14.00 2.639057
536 1 1992.583 14.01 2.639771
537 4 1992.667 13.94 2.634762
538 1 1992.750 14.00 2.639057
539 0 1992.833 13.93 2.634045
540 0 1992.917 14.13 2.648300
541 0 1993.000 14.28 2.658860
542 0 1993.083 14.26 2.657458
543 0 1993.167 14.30 2.660260
544 0 1993.250 14.18 2.651833
545 0 1993.333 14.18 2.651833
546 1 1993.417 14.10 2.646175
547 0 1993.500 14.09 2.645465
548 4 1993.583 14.03 2.641198
549 3 1993.667 14.02 2.640485
550 0 1993.750 14.16 2.650421
551 0 1993.833 14.00 2.639057
552 0 1993.917 14.14 2.649008
553 0 1994.000 14.28 2.658860
554 0 1994.083 13.94 2.634762
555 0 1994.167 14.25 2.656757
556 0 1994.250 14.26 2.657458
557 0 1994.333 14.22 2.654649
558 1 1994.417 14.29 2.659560
559 0 1994.500 14.20 2.653242
560 2 1994.583 14.19 2.652537
561 2 1994.667 14.25 2.656757
562 0 1994.750 14.38 2.665838
563 2 1994.833 14.37 2.665143
564 0 1994.917 14.29 2.659560
565 0 1995.000 14.44 2.670002
566 0 1995.083 14.70 2.687847
567 0 1995.167 14.44 2.670002
568 0 1995.250 14.34 2.663053
569 0 1995.333 14.11 2.646884
570 1 1995.417 14.33 2.662355
571 5 1995.500 14.46 2.671386
572 7 1995.583 14.37 2.665143
573 3 1995.667 14.24 2.656055
574 4 1995.750 14.42 2.668616
575 0 1995.833 14.37 2.665143
576 0 1995.917 14.26 2.657458
577 0 1996.000 14.23 2.655352
578 0 1996.083 14.43 2.669309
579 0 1996.167 14.25 2.656757
580 0 1996.250 14.20 2.653242
581 0 1996.333 14.21 2.653946
582 1 1996.417 14.18 2.651833
583 2 1996.500 14.30 2.660260
584 4 1996.583 14.32 2.661657
585 2 1996.667 14.16 2.650421
586 3 1996.750 14.15 2.649715
587 1 1996.833 14.28 2.658860
588 0 1996.917 14.31 2.660959
589 0 1997.000 14.27 2.658159
590 0 1997.083 14.31 2.660959
591 0 1997.167 14.46 2.671386
592 0 1997.250 14.33 2.662355
593 0 1997.333 14.31 2.660959
594 1 1997.417 14.43 2.669309
595 3 1997.500 14.28 2.658860
596 0 1997.583 14.36 2.664447
597 1 1997.667 14.45 2.670694
598 2 1997.750 14.50 2.674149
599 0 1997.833 14.55 2.677591
600 0 1997.917 14.53 2.676215
601 0 1998.000 14.55 2.677591
602 0 1998.083 14.83 2.696652
603 0 1998.167 14.56 2.678278
604 0 1998.250 14.58 2.679651
605 0 1998.333 14.59 2.680336
606 0 1998.417 14.59 2.680336
607 1 1998.500 14.67 2.685805
608 4 1998.583 14.60 2.681022
609 6 1998.667 14.43 2.669309
610 1 1998.750 14.42 2.668616
611 1 1998.833 14.40 2.667228
612 0 1998.917 14.51 2.674838
613 0 1999.000 14.45 2.670694
614 0 1999.083 14.64 2.683758
615 0 1999.167 14.27 2.658159
616 0 1999.250 14.28 2.658860
617 0 1999.333 14.23 2.655352
618 1 1999.417 14.28 2.658860
619 0 1999.500 14.26 2.657458
620 4 1999.583 14.27 2.658159
621 3 1999.667 14.25 2.656757
622 3 1999.750 14.30 2.660260
623 1 1999.833 14.32 2.661657
624 0 1999.917 14.37 2.665143
625 0 2000.000 14.21 2.653946
626 0 2000.083 14.49 2.673459
627 0 2000.167 14.46 2.671386
628 0 2000.250 14.50 2.674149
629 0 2000.333 14.30 2.660260
630 0 2000.417 14.31 2.660959
631 0 2000.500 14.28 2.658860
632 4 2000.583 14.37 2.665143
633 7 2000.667 14.29 2.659560
634 4 2000.750 14.21 2.653946
635 0 2000.833 14.21 2.653946
636 0 2000.917 14.19 2.652537
637 0 2001.000 14.38 2.665838
638 0 2001.083 14.40 2.667228
639 0 2001.167 14.56 2.678278
640 0 2001.250 14.42 2.668616
641 0 2001.333 14.47 2.672078
642 1 2001.417 14.45 2.670694
643 1 2001.500 14.46 2.671386
644 3 2001.583 14.45 2.670694
645 5 2001.667 14.45 2.670694
646 5 2001.750 14.43 2.669309
647 2 2001.833 14.68 2.686486
648 0 2001.917 14.47 2.672078
649 0 2002.000 14.74 2.690565
650 0 2002.083 14.75 2.691243
651 0 2002.167 14.81 2.695303
652 0 2002.250 14.54 2.676903
653 0 2002.333 14.51 2.674838
654 0 2002.417 14.43 2.669309
655 1 2002.500 14.53 2.676215
656 3 2002.583 14.43 2.669309
657 8 2002.667 14.46 2.671386
658 0 2002.750 14.48 2.672768
659 0 2002.833 14.51 2.674838
660 0 2002.917 14.33 2.662355
> k <- length(x[1,])
> df <- as.data.frame(x)
> (mylm <- lm(df))
Call:
lm(formula = df)
Coefficients:
(Intercept) time temperature lnTemp
-1.325e+03 7.428e-03 -5.674e+01 7.979e+02
> (mysum <- summary(mylm))
Call:
lm(formula = df)
Residuals:
Min 1Q Median 3Q Max
-1.0871 -0.8831 -0.7375 0.2122 7.1792
Coefficients:
Estimate Std. Error t value Pr(>|t|)
(Intercept) -1.325e+03 6.759e+02 -1.961 0.0503 .
time 7.428e-03 4.575e-03 1.623 0.1050
temperature -5.674e+01 2.890e+01 -1.963 0.0500 .
lnTemp 7.979e+02 4.092e+02 1.950 0.0516 .
---
Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
Residual standard error: 1.428 on 656 degrees of freedom
Multiple R-squared: 0.009121, Adjusted R-squared: 0.00459
F-statistic: 2.013 on 3 and 656 DF, p-value: 0.1109
> if (n > n25) {
+ kp3 <- k + 3
+ nmkm3 <- n - k - 3
+ gqarr <- array(NA, dim=c(nmkm3-kp3+1,3))
+ numgqtests <- 0
+ numsignificant1 <- 0
+ numsignificant5 <- 0
+ numsignificant10 <- 0
+ for (mypoint in kp3:nmkm3) {
+ j <- 0
+ numgqtests <- numgqtests + 1
+ for (myalt in c('greater', 'two.sided', 'less')) {
+ j <- j + 1
+ gqarr[mypoint-kp3+1,j] <- gqtest(mylm, point=mypoint, alternative=myalt)$p.value
+ }
+ if (gqarr[mypoint-kp3+1,2] < 0.01) numsignificant1 <- numsignificant1 + 1
+ if (gqarr[mypoint-kp3+1,2] < 0.05) numsignificant5 <- numsignificant5 + 1
+ if (gqarr[mypoint-kp3+1,2] < 0.10) numsignificant10 <- numsignificant10 + 1
+ }
+ gqarr
+ }
[,1] [,2] [,3]
[1,] 3.990468e-02 7.980936e-02 0.96009532
[2,] 3.015057e-02 6.030114e-02 0.96984943
[3,] 2.860568e-02 5.721137e-02 0.97139432
[4,] 2.375431e-02 4.750861e-02 0.97624569
[5,] 2.265719e-02 4.531439e-02 0.97734281
[6,] 9.683524e-02 1.936705e-01 0.90316476
[7,] 7.212246e-02 1.442449e-01 0.92787754
[8,] 7.714305e-02 1.542861e-01 0.92285695
[9,] 7.152587e-02 1.430517e-01 0.92847413
[10,] 5.435380e-02 1.087076e-01 0.94564620
[11,] 3.704540e-02 7.409080e-02 0.96295460
[12,] 2.295370e-02 4.590739e-02 0.97704630
[13,] 1.411509e-02 2.823017e-02 0.98588491
[14,] 6.170888e-02 1.234178e-01 0.93829112
[15,] 8.704869e-01 2.590263e-01 0.12951314
[16,] 8.338896e-01 3.322207e-01 0.16611035
[17,] 8.119257e-01 3.761487e-01 0.18807434
[18,] 8.003867e-01 3.992266e-01 0.19961331
[19,] 7.616967e-01 4.766066e-01 0.23830329
[20,] 7.133291e-01 5.733418e-01 0.28667091
[21,] 7.398038e-01 5.203923e-01 0.26019616
[22,] 7.046106e-01 5.907789e-01 0.29538944
[23,] 7.000163e-01 5.999673e-01 0.29998366
[24,] 6.863897e-01 6.272206e-01 0.31361031
[25,] 6.574610e-01 6.850779e-01 0.34253897
[26,] 8.106157e-01 3.787685e-01 0.18938427
[27,] 8.199500e-01 3.601000e-01 0.18005000
[28,] 9.725766e-01 5.484674e-02 0.02742337
[29,] 9.639639e-01 7.207222e-02 0.03603611
[30,] 9.666589e-01 6.668212e-02 0.03334106
[31,] 9.580666e-01 8.386687e-02 0.04193343
[32,] 9.490774e-01 1.018451e-01 0.05092255
[33,] 9.477479e-01 1.045043e-01 0.05225213
[34,] 9.479751e-01 1.040498e-01 0.05202491
[35,] 9.363910e-01 1.272180e-01 0.06360900
[36,] 9.338205e-01 1.323590e-01 0.06617950
[37,] 9.262231e-01 1.475538e-01 0.07377690
[38,] 9.391530e-01 1.216940e-01 0.06084700
[39,] 9.591672e-01 8.166551e-02 0.04083275
[40,] 9.496363e-01 1.007274e-01 0.05036372
[41,] 9.533168e-01 9.336634e-02 0.04668317
[42,] 9.495104e-01 1.009791e-01 0.05048955
[43,] 9.434778e-01 1.130444e-01 0.05652220
[44,] 9.307788e-01 1.384424e-01 0.06922120
[45,] 9.298229e-01 1.403542e-01 0.07017709
[46,] 9.242918e-01 1.514164e-01 0.07570822
[47,] 9.182138e-01 1.635725e-01 0.08178624
[48,] 9.100517e-01 1.798966e-01 0.08994830
[49,] 9.001621e-01 1.996758e-01 0.09983792
[50,] 8.905212e-01 2.189577e-01 0.10947884
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[353,] 1.153495e-02 2.306989e-02 0.98846505
[354,] 1.051779e-02 2.103558e-02 0.98948221
[355,] 9.105435e-03 1.821087e-02 0.99089456
[356,] 8.250071e-03 1.650014e-02 0.99174993
[357,] 7.347722e-03 1.469544e-02 0.99265228
[358,] 6.581606e-03 1.316321e-02 0.99341839
[359,] 5.974391e-03 1.194878e-02 0.99402561
[360,] 5.413829e-03 1.082766e-02 0.99458617
[361,] 4.624551e-03 9.249102e-03 0.99537545
[362,] 8.944128e-03 1.788826e-02 0.99105587
[363,] 1.098810e-02 2.197620e-02 0.98901190
[364,] 1.341201e-02 2.682402e-02 0.98658799
[365,] 1.212737e-02 2.425474e-02 0.98787263
[366,] 1.103973e-02 2.207947e-02 0.98896027
[367,] 1.000875e-02 2.001750e-02 0.98999125
[368,] 9.016593e-03 1.803319e-02 0.99098341
[369,] 8.084018e-03 1.616804e-02 0.99191598
[370,] 7.296219e-03 1.459244e-02 0.99270378
[371,] 6.598303e-03 1.319661e-02 0.99340170
[372,] 5.666100e-03 1.133220e-02 0.99433390
[373,] 5.393094e-03 1.078619e-02 0.99460691
[374,] 6.968938e-03 1.393788e-02 0.99303106
[375,] 6.959907e-03 1.391981e-02 0.99304009
[376,] 6.051789e-03 1.210358e-02 0.99394821
[377,] 5.277950e-03 1.055590e-02 0.99472205
[378,] 4.667248e-03 9.334495e-03 0.99533275
[379,] 4.061762e-03 8.123523e-03 0.99593824
[380,] 3.494852e-03 6.989705e-03 0.99650515
[381,] 3.069967e-03 6.139934e-03 0.99693003
[382,] 2.643462e-03 5.286923e-03 0.99735654
[383,] 2.250598e-03 4.501195e-03 0.99774940
[384,] 1.962000e-03 3.924000e-03 0.99803800
[385,] 1.658080e-03 3.316160e-03 0.99834192
[386,] 1.611990e-03 3.223981e-03 0.99838801
[387,] 6.224311e-03 1.244862e-02 0.99377569
[388,] 5.344110e-03 1.068822e-02 0.99465589
[389,] 5.564151e-03 1.112830e-02 0.99443585
[390,] 4.942748e-03 9.885497e-03 0.99505725
[391,] 4.364798e-03 8.729596e-03 0.99563520
[392,] 3.724294e-03 7.448588e-03 0.99627571
[393,] 3.207401e-03 6.414802e-03 0.99679260
[394,] 2.746033e-03 5.492065e-03 0.99725397
[395,] 2.327335e-03 4.654669e-03 0.99767267
[396,] 1.973342e-03 3.946684e-03 0.99802666
[397,] 1.698566e-03 3.397132e-03 0.99830143
[398,] 2.524166e-03 5.048332e-03 0.99747583
[399,] 5.179808e-03 1.035962e-02 0.99482019
[400,] 4.435691e-03 8.871383e-03 0.99556431
[401,] 4.370009e-03 8.740018e-03 0.99562999
[402,] 3.723196e-03 7.446392e-03 0.99627680
[403,] 3.336012e-03 6.672025e-03 0.99666399
[404,] 2.974585e-03 5.949171e-03 0.99702541
[405,] 2.652808e-03 5.305616e-03 0.99734719
[406,] 2.361244e-03 4.722488e-03 0.99763876
[407,] 2.071774e-03 4.143547e-03 0.99792823
[408,] 1.961406e-03 3.922811e-03 0.99803859
[409,] 1.716319e-03 3.432638e-03 0.99828368
[410,] 1.437692e-03 2.875384e-03 0.99856231
[411,] 1.855941e-03 3.711882e-03 0.99814406
[412,] 1.641559e-03 3.283118e-03 0.99835844
[413,] 1.447854e-03 2.895709e-03 0.99855215
[414,] 1.210581e-03 2.421163e-03 0.99878942
[415,] 1.059203e-03 2.118406e-03 0.99894080
[416,] 8.883603e-04 1.776721e-03 0.99911164
[417,] 7.423539e-04 1.484708e-03 0.99925765
[418,] 6.254645e-04 1.250929e-03 0.99937454
[419,] 5.234214e-04 1.046843e-03 0.99947658
[420,] 4.491213e-04 8.982426e-04 0.99955088
[421,] 3.876106e-04 7.752212e-04 0.99961239
[422,] 3.995749e-04 7.991498e-04 0.99960043
[423,] 4.201937e-04 8.403874e-04 0.99957981
[424,] 3.619557e-04 7.239114e-04 0.99963804
[425,] 2.980630e-04 5.961259e-04 0.99970194
[426,] 2.560459e-04 5.120917e-04 0.99974395
[427,] 2.138143e-04 4.276286e-04 0.99978619
[428,] 1.843513e-04 3.687025e-04 0.99981565
[429,] 1.557651e-04 3.115301e-04 0.99984423
[430,] 1.351705e-04 2.703409e-04 0.99986483
[431,] 1.123302e-04 2.246605e-04 0.99988767
[432,] 9.734116e-05 1.946823e-04 0.99990266
[433,] 8.301740e-05 1.660348e-04 0.99991698
[434,] 1.956620e-04 3.913239e-04 0.99980434
[435,] 2.208095e-03 4.416190e-03 0.99779190
[436,] 1.848687e-03 3.697375e-03 0.99815131
[437,] 1.542773e-03 3.085546e-03 0.99845723
[438,] 1.294438e-03 2.588877e-03 0.99870556
[439,] 1.131785e-03 2.263570e-03 0.99886821
[440,] 9.793117e-04 1.958623e-03 0.99902069
[441,] 8.533699e-04 1.706740e-03 0.99914663
[442,] 7.453140e-04 1.490628e-03 0.99925469
[443,] 6.494129e-04 1.298826e-03 0.99935059
[444,] 5.663862e-04 1.132772e-03 0.99943361
[445,] 5.254379e-04 1.050876e-03 0.99947456
[446,] 6.865194e-04 1.373039e-03 0.99931348
[447,] 9.010878e-04 1.802176e-03 0.99909891
[448,] 8.584920e-04 1.716984e-03 0.99914151
[449,] 7.120955e-04 1.424191e-03 0.99928790
[450,] 6.160640e-04 1.232128e-03 0.99938394
[451,] 5.154030e-04 1.030806e-03 0.99948460
[452,] 4.270078e-04 8.540156e-04 0.99957299
[453,] 3.569320e-04 7.138641e-04 0.99964307
[454,] 3.027344e-04 6.054688e-04 0.99969727
[455,] 2.587817e-04 5.175634e-04 0.99974122
[456,] 2.432769e-04 4.865538e-04 0.99975672
[457,] 2.080608e-04 4.161217e-04 0.99979194
[458,] 1.673769e-04 3.347538e-04 0.99983262
[459,] 1.583436e-04 3.166872e-04 0.99984166
[460,] 1.343054e-04 2.686107e-04 0.99986569
[461,] 1.078829e-04 2.157657e-04 0.99989212
[462,] 9.110394e-05 1.822079e-04 0.99990890
[463,] 7.483354e-05 1.496671e-04 0.99992517
[464,] 6.062850e-05 1.212570e-04 0.99993937
[465,] 5.077665e-05 1.015533e-04 0.99994922
[466,] 4.181399e-05 8.362798e-05 0.99995819
[467,] 3.441534e-05 6.883067e-05 0.99996558
[468,] 2.798885e-05 5.597771e-05 0.99997201
[469,] 2.250786e-05 4.501573e-05 0.99997749
[470,] 3.190178e-05 6.380357e-05 0.99996810
[471,] 5.589402e-05 1.117880e-04 0.99994411
[472,] 4.453724e-05 8.907448e-05 0.99995546
[473,] 3.651609e-05 7.303218e-05 0.99996348
[474,] 2.967916e-05 5.935832e-05 0.99997032
[475,] 2.460248e-05 4.920496e-05 0.99997540
[476,] 1.972011e-05 3.944021e-05 0.99998028
[477,] 1.573546e-05 3.147092e-05 0.99998426
[478,] 1.254798e-05 2.509597e-05 0.99998745
[479,] 1.010348e-05 2.020695e-05 0.99998990
[480,] 8.107123e-06 1.621425e-05 0.99999189
[481,] 6.628418e-06 1.325684e-05 0.99999337
[482,] 1.975971e-05 3.951941e-05 0.99998024
[483,] 3.776243e-04 7.552486e-04 0.99962238
[484,] 3.056876e-04 6.113752e-04 0.99969431
[485,] 2.452850e-04 4.905701e-04 0.99975471
[486,] 2.049095e-04 4.098189e-04 0.99979509
[487,] 1.737756e-04 3.475512e-04 0.99982622
[488,] 1.441061e-04 2.882123e-04 0.99985589
[489,] 1.192105e-04 2.384209e-04 0.99988079
[490,] 1.005065e-04 2.010131e-04 0.99989949
[491,] 8.531133e-05 1.706227e-04 0.99991469
[492,] 6.660360e-05 1.332072e-04 0.99993340
[493,] 9.200161e-05 1.840032e-04 0.99990800
[494,] 1.299523e-04 2.599046e-04 0.99987005
[495,] 1.240234e-04 2.480467e-04 0.99987598
[496,] 9.791690e-05 1.958338e-04 0.99990208
[497,] 7.670519e-05 1.534104e-04 0.99992329
[498,] 6.196072e-05 1.239214e-04 0.99993804
[499,] 4.955974e-05 9.911949e-05 0.99995044
[500,] 3.953373e-05 7.906746e-05 0.99996047
[501,] 3.436694e-05 6.873389e-05 0.99996563
[502,] 2.698313e-05 5.396626e-05 0.99997302
[503,] 2.163504e-05 4.327009e-05 0.99997836
[504,] 1.740002e-05 3.480004e-05 0.99998260
[505,] 2.686974e-05 5.373948e-05 0.99997313
[506,] 1.846228e-04 3.692456e-04 0.99981538
[507,] 1.752142e-04 3.504284e-04 0.99982479
[508,] 5.879249e-04 1.175850e-03 0.99941208
[509,] 4.687266e-04 9.374532e-04 0.99953127
[510,] 3.750878e-04 7.501756e-04 0.99962491
[511,] 3.015114e-04 6.030228e-04 0.99969849
[512,] 2.385495e-04 4.770990e-04 0.99976145
[513,] 1.934329e-04 3.868658e-04 0.99980657
[514,] 1.527413e-04 3.054826e-04 0.99984726
[515,] 1.229573e-04 2.459146e-04 0.99987704
[516,] 9.999639e-05 1.999928e-04 0.99990000
[517,] 7.802943e-05 1.560589e-04 0.99992197
[518,] 6.087500e-05 1.217500e-04 0.99993912
[519,] 9.987219e-05 1.997444e-04 0.99990013
[520,] 1.465042e-04 2.930083e-04 0.99985350
[521,] 1.200879e-04 2.401757e-04 0.99987991
[522,] 9.754989e-05 1.950998e-04 0.99990245
[523,] 7.587921e-05 1.517584e-04 0.99992412
[524,] 5.900380e-05 1.180076e-04 0.99994100
[525,] 4.612604e-05 9.225208e-05 0.99995387
[526,] 3.521146e-05 7.042292e-05 0.99996479
[527,] 2.825913e-05 5.651827e-05 0.99997174
[528,] 2.303852e-05 4.607704e-05 0.99997696
[529,] 1.909394e-05 3.818789e-05 0.99998091
[530,] 1.422709e-05 2.845418e-05 0.99998577
[531,] 4.016403e-05 8.032807e-05 0.99995984
[532,] 3.083833e-05 6.167666e-05 0.99996916
[533,] 2.419700e-05 4.839400e-05 0.99997580
[534,] 1.954698e-05 3.909395e-05 0.99998045
[535,] 1.551732e-05 3.103464e-05 0.99998448
[536,] 1.239371e-05 2.478742e-05 0.99998761
[537,] 9.839762e-06 1.967952e-05 0.99999016
[538,] 7.979868e-06 1.595974e-05 0.99999202
[539,] 6.491846e-06 1.298369e-05 0.99999351
[540,] 4.724557e-06 9.449115e-06 0.99999528
[541,] 3.832985e-06 7.665970e-06 0.99999617
[542,] 1.154500e-05 2.309001e-05 0.99998845
[543,] 2.001287e-05 4.002573e-05 0.99997999
[544,] 1.580992e-05 3.161984e-05 0.99998419
[545,] 1.202698e-05 2.405397e-05 0.99998797
[546,] 9.420485e-06 1.884097e-05 0.99999058
[547,] 7.587126e-06 1.517425e-05 0.99999241
[548,] 5.721495e-06 1.144299e-05 0.99999428
[549,] 4.594634e-06 9.189268e-06 0.99999541
[550,] 3.715730e-06 7.431461e-06 0.99999628
[551,] 2.998662e-06 5.997324e-06 0.99999700
[552,] 2.140594e-06 4.281188e-06 0.99999786
[553,] 1.727406e-06 3.454813e-06 0.99999827
[554,] 1.426748e-06 2.853496e-06 0.99999857
[555,] 1.171477e-06 2.342955e-06 0.99999883
[556,] 9.420171e-07 1.884034e-06 0.99999906
[557,] 7.866502e-07 1.573300e-06 0.99999921
[558,] 6.366286e-07 1.273257e-06 0.99999936
[559,] 5.079129e-07 1.015826e-06 0.99999949
[560,] 3.747734e-07 7.495468e-07 0.99999963
[561,] 3.048449e-07 6.096899e-07 0.99999970
[562,] 2.585670e-07 5.171339e-07 0.99999974
[563,] 1.962111e-07 3.924223e-07 0.99999980
[564,] 1.356645e-07 2.713291e-07 0.99999986
[565,] 1.218272e-06 2.436545e-06 0.99999878
[566,] 1.400304e-04 2.800609e-04 0.99985997
[567,] 1.798877e-04 3.597755e-04 0.99982011
[568,] 5.451307e-04 1.090261e-03 0.99945487
[569,] 4.305540e-04 8.611080e-04 0.99956945
[570,] 3.491433e-04 6.982867e-04 0.99965086
[571,] 2.859306e-04 5.718611e-04 0.99971407
[572,] 2.225478e-04 4.450956e-04 0.99977745
[573,] 1.832515e-04 3.665031e-04 0.99981675
[574,] 1.540150e-04 3.080301e-04 0.99984598
[575,] 1.314719e-04 2.629438e-04 0.99986853
[576,] 9.619910e-05 1.923982e-04 0.99990380
[577,] 7.922762e-05 1.584552e-04 0.99992077
[578,] 1.998182e-04 3.996364e-04 0.99980018
[579,] 1.646974e-04 3.293948e-04 0.99983530
[580,] 2.215812e-04 4.431625e-04 0.99977842
[581,] 1.630234e-04 3.260467e-04 0.99983698
[582,] 1.264762e-04 2.529523e-04 0.99987352
[583,] 9.879715e-05 1.975943e-04 0.99990120
[584,] 7.755516e-05 1.551103e-04 0.99992244
[585,] 5.874277e-05 1.174855e-04 0.99994126
[586,] 4.668142e-05 9.336284e-05 0.99995332
[587,] 3.774044e-05 7.548087e-05 0.99996226
[588,] 2.640512e-05 5.281024e-05 0.99997359
[589,] 3.230384e-05 6.460769e-05 0.99996770
[590,] 2.538395e-05 5.076790e-05 0.99997462
[591,] 1.753837e-05 3.507675e-05 0.99998246
[592,] 1.537674e-05 3.075349e-05 0.99998462
[593,] 1.092337e-05 2.184675e-05 0.99998908
[594,] 7.883650e-06 1.576730e-05 0.99999212
[595,] 5.666110e-06 1.133222e-05 0.99999433
[596,] 4.098544e-06 8.197088e-06 0.99999590
[597,] 2.909214e-06 5.818428e-06 0.99999709
[598,] 2.053393e-06 4.106786e-06 0.99999795
[599,] 1.457338e-06 2.914675e-06 0.99999854
[600,] 1.057650e-06 2.115301e-06 0.99999894
[601,] 7.051829e-07 1.410366e-06 0.99999929
[602,] 3.023835e-06 6.047669e-06 0.99999698
[603,] 1.406095e-04 2.812191e-04 0.99985939
[604,] 9.959252e-05 1.991850e-04 0.99990041
[605,] 6.952933e-05 1.390587e-04 0.99993047
[606,] 4.674200e-05 9.348400e-05 0.99995326
[607,] 3.182384e-05 6.364767e-05 0.99996818
[608,] 2.117930e-05 4.235860e-05 0.99997882
[609,] 1.565148e-05 3.130296e-05 0.99998435
[610,] 1.179722e-05 2.359444e-05 0.99998820
[611,] 9.459882e-06 1.891976e-05 0.99999054
[612,] 5.970984e-06 1.194197e-05 0.99999403
[613,] 5.018800e-06 1.003760e-05 0.99999498
[614,] 1.067833e-05 2.135666e-05 0.99998932
[615,] 1.182155e-05 2.364311e-05 0.99998818
[616,] 1.507537e-05 3.015073e-05 0.99998492
[617,] 9.305095e-06 1.861019e-05 0.99999069
[618,] 6.265854e-06 1.253171e-05 0.99999373
[619,] 4.691758e-06 9.383517e-06 0.99999531
[620,] 2.981051e-06 5.962103e-06 0.99999702
[621,] 2.020767e-06 4.041534e-06 0.99999798
[622,] 1.409144e-06 2.818289e-06 0.99999859
[623,] 1.260752e-06 2.521503e-06 0.99999874
[624,] 1.287353e-06 2.574705e-06 0.99999871
[625,] 1.551538e-06 3.103076e-06 0.99999845
[626,] 1.973717e-06 3.947433e-06 0.99999803
[627,] 2.342594e-04 4.685187e-04 0.99976574
[628,] 9.249901e-04 1.849980e-03 0.99907501
[629,] 5.839600e-04 1.167920e-03 0.99941604
[630,] 3.616995e-04 7.233990e-04 0.99963830
[631,] 2.549434e-04 5.098868e-04 0.99974506
[632,] 2.070894e-04 4.141787e-04 0.99979291
[633,] 1.558557e-04 3.117114e-04 0.99984414
[634,] 1.764158e-04 3.528315e-04 0.99982358
[635,] 2.536463e-04 5.072925e-04 0.99974635
[636,] 2.557708e-04 5.115415e-04 0.99974423
[637,] 3.434639e-04 6.869277e-04 0.99965654
[638,] 2.059794e-04 4.119589e-04 0.99979402
[639,] 2.386280e-04 4.772559e-04 0.99976137
[640,] 9.980905e-04 1.996181e-03 0.99900191
[641,] 9.732597e-04 1.946519e-03 0.99902674
[642,] 4.909153e-04 9.818306e-04 0.99950908
[643,] 2.260873e-04 4.521746e-04 0.99977391
[644,] 9.582824e-05 1.916565e-04 0.99990417
[645,] 4.546421e-04 9.092842e-04 0.99954536
[646,] 2.204018e-04 4.408035e-04 0.99977960
[647,] 7.597532e-05 1.519506e-04 0.99992402
> postscript(file="/var/wessaorg/rcomp/tmp/19onz1386600933.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556)
> plot(x[,1], type='l', main='Actuals and Interpolation', ylab='value of Actuals and Interpolation (dots)', xlab='time or index')
> points(x[,1]-mysum$resid)
> grid()
> dev.off()
null device
1
> postscript(file="/var/wessaorg/rcomp/tmp/2r45j1386600933.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556)
> plot(mysum$resid, type='b', pch=19, main='Residuals', ylab='value of Residuals', xlab='time or index')
> grid()
> dev.off()
null device
1
> postscript(file="/var/wessaorg/rcomp/tmp/3u2xf1386600933.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556)
> hist(mysum$resid, main='Residual Histogram', xlab='values of Residuals')
> grid()
> dev.off()
null device
1
> postscript(file="/var/wessaorg/rcomp/tmp/4v7oa1386600933.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556)
> densityplot(~mysum$resid,col='black',main='Residual Density Plot', xlab='values of Residuals')
> dev.off()
null device
1
> postscript(file="/var/wessaorg/rcomp/tmp/5ox5a1386600933.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556)
> qqnorm(mysum$resid, main='Residual Normal Q-Q Plot')
> qqline(mysum$resid)
> grid()
> dev.off()
null device
1
> (myerror <- as.ts(mysum$resid))
Time Series:
Start = 1
End = 660
Frequency = 1
1 2 3 4 5 6
-0.711063528 -0.700632105 -0.705661255 -0.717053090 0.271960763 -0.726946903
7 8 9 10 11 12
0.306322198 1.295654042 2.299852191 0.274091224 0.281795423 -0.631124028
13 14 15 16 17 18
-0.714826227 -0.692363645 -0.717084206 -0.727255189 -0.727874164 -0.660444499
19 20 21 22 23 24
-0.706337564 2.276224643 6.287607359 1.266663517 0.281959234 -0.671872010
25 26 27 28 29 30
-0.552501796 -0.588765509 -0.724511913 -0.641027637 -0.712527320 -0.726368839
31 32 33 34 35 36
-0.702886229 3.330889843 2.308390644 5.346308040 -0.476007453 -0.671586059
37 38 39 40 41 42
-0.534065095 -0.379875737 -0.638470969 -0.681775619 0.254902981 -0.737392819
43 44 45 46 47 48
-0.748295460 2.249956122 3.251007296 1.257808557 -0.753479469 -0.723093543
49 50 51 52 53 54
-0.733037390 0.255332655 -0.726144782 -0.756266861 -0.758281605 -0.758834296
55 56 57 58 59 60
-0.759453272 1.239927753 1.239583158 1.249522229 -0.669166349 -0.736532688
61 62 63 64 65 66
-0.754351120 -0.726498309 -0.727117284 -0.737859073 0.243172978 -0.766262003
67 68 69 70 71 72
-0.766947263 2.232500046 2.234481733 3.233862757 0.238701155 0.248654215
73 74 75 76 77 78
-0.677832007 -0.753603764 -0.724075197 -0.718225305 -0.661992040 0.280536744
79 80 81 82 83 84
0.378428786 1.293465359 3.255285951 0.249849850 0.223680669 0.298703114
85 86 87 88 89 90
-0.759392468 -0.724415061 -0.565013873 -0.659012462 -0.659631438 -0.712724397
91 92 93 94 95 96
0.272490061 3.218666631 4.258737286 1.238011969 -0.642515903 -0.570584653
97 98 99 100 101 102
-0.683736951 -0.529842200 -0.622494716 -0.623113691 -0.599543939 0.342525119
103 104 105 106 107 108
0.286942578 0.398599134 2.330464953 0.329845977 -0.680561307 -0.744501390
109 110 111 112 113 114
-0.751166323 -0.785438892 -0.783283475 -0.789044284 -0.794024371 1.212843175
115 116 117 118 119 120
-0.794415239 0.205389881 2.202444625 0.205281373 -0.794796896 -0.756747007
121 122 123 124 125 126
-0.601238746 -0.745492254 -0.798942948 -0.801140587 -0.796433648 0.204657499
127 128 129 130 131 132
-0.799748700 3.197538078 3.196919103 0.195145559 -0.806561699 -0.804513728
133 134 135 136 137 138
-0.803462554 -0.802004428 -0.746706096 -0.786888264 0.190255988 1.189171757
139 140 141 142 143 144
0.189882265 0.191663911 2.193005425 1.200709625 -0.772211492 -0.812365531
145 146 147 148 149 150
-0.809470477 -0.783753148 -0.588581849 -0.775306370 -0.786804387 0.183920616
151 152 153 154 155 156
1.182147073 1.182682665 1.179887123 -0.819709854 -0.785286185 -0.799267775
157 158 159 160 161 162
-0.822655064 -0.785919963 -0.805196659 -0.820174894 -0.806434611 -0.816867651
163 164 165 166 167 168
0.179387963 -0.826647227 5.173481415 1.174441103 2.202444625 0.205281373
169 170 171 172 173 174
-0.794796896 -0.756747007 -0.601238746 -0.745492254 -0.798942948 -0.801140587
175 176 177 178 179 180
-0.796433648 0.204657499 -0.799748700 3.197538078 3.196919103 0.195145559
181 182 183 184 185 186
-0.806561699 -0.804513728 -0.803462554 -0.802004428 -0.746706096 -0.786888264
187 188 189 190 191 192
0.190255988 1.189171757 0.189882265 0.191663911 2.193005425 1.200709625
193 194 195 196 197 198
-0.772211492 -0.812365531 -0.809470477 -0.783753148 -0.588581849 -0.775306370
199 200 201 202 203 204
-0.786804387 0.183920616 1.182147073 1.182682665 1.179887123 -0.819709854
205 206 207 208 209 210
-0.785286185 -0.799267775 -0.822655064 -0.785919963 -0.805196659 -0.820174894
211 212 213 214 215 216
-0.806434611 -0.816867651 0.179387963 -0.826647227 5.173481415 1.174017007
217 218 219 220 221 222
1.172243464 -0.775171057 -0.828687002 -0.812005391 -0.829924953 -0.831408156
223 224 225 226 227 228
-0.806476926 -0.827420768 -0.825672303 1.176483113 1.173089746 0.168142839
229 230 231 232 233 234
-0.836272526 -0.833095112 -0.819834149 -0.806036269 -0.821072100 -0.825287349
235 236 237 238 239 240
-0.837743529 -0.839517072 0.167657959 0.207213511 4.200543680 1.171950091
241 242 243 244 245 246
-0.820931920 -0.842076358 -0.841141794 -0.797733289 -0.715039608 -0.682535345
247 248 249 250 251 252
-0.736269108 0.173638510 0.205640701 0.122447156 -0.869940054 -0.827165004
253 254 255 256 257 258
-0.813617414 -0.821527137 -0.881071818 -0.851840460 -0.865856264 -0.882504649
259 260 261 262 263 264
0.116452280 4.113590453 5.113037762 4.116689599 0.134501840 -0.833386784
265 266 267 268 269 270
-0.885167328 -0.820560083 -0.888499525 -0.891295066 0.118918386 -0.886842422
271 272 273 274 275 276
1.120861777 1.142293674 2.105543771 1.119004851 -0.887569859 -0.812019585
277 278 279 280 281 282
-0.882852076 -0.755788431 -0.756407406 -0.837620502 -0.830948729 -0.735767244
283 284 285 286 287 288
0.160522571 3.134865968 5.124197811 0.139275002 0.118549685 -0.855916991
289 290 291 292 293 294
-0.715911345 -0.752175058 -0.894699077 -0.895318052 0.104062972 0.093633567
295 296 297 298 299 300
-0.902316811 1.100189623 1.096445237 -0.909864333 0.090538689 -0.883937306
301 302 303 304 305 306
-0.834593445 -0.791217565 -0.835831396 -0.876290395 -0.887032184 -0.903125089
307 308 309 310 311 312
1.085030143 1.092003947 1.084348934 1.083173216 -0.909852980 -0.887697404
313 314 315 316 317 318
-0.808070273 -0.718660995 -0.878675289 -0.873248307 -0.873867283 0.131982609
319 320 321 322 323 324
0.103152642 3.080248309 3.137001500 0.136382524 -0.864236451 -0.849851021
325 326 327 328 329 330
-0.924400108 -0.905590362 -0.927880909 -0.914419830 -0.928587320 0.096343911
331 332 333 334 335 336
0.095724935 1.170803792 2.099304109 0.136245566 -0.821687736 0.208310987
337 338 339 340 341 342
-0.892292751 -0.880396902 -0.707425156 -0.859754630 0.251901926 -0.852871972
343 344 345 346 347 348
0.116508220 5.154425616 1.115270269 0.261531787 -0.864087459 -0.923203068
349 350 351 352 353 354
-0.923822044 -0.930360014 -0.915505060 -0.920586985 -0.906620197 -0.921824936
355 356 357 358 359 360
-0.930180876 0.056835746 2.054638107 1.058687728 -0.932656779 -0.946064252
361 362 363 364 365 366
0.052162204 -0.949204388 -0.943749832 -0.949387237 -0.937321926 -0.921122084
367 368 369 370 371 372
0.048448351 3.131034663 2.048364968 2.056401854 -0.954584293 -0.949977930
373 374 375 376 377 378
-0.955265502 -0.902680023 -0.956195968 -0.957122429 -0.941153360 0.041082878
379 380 381 382 383 384
1.050831074 2.043650483 1.057390766 0.065306698 -0.935312278 -0.764029319
385 386 387 388 389 390
-0.936550229 -0.915343650 -0.956137153 -0.928284342 -0.896694077 -0.955119036
391 392 393 394 395 396
0.047536003 1.040767969 4.033933650 0.032043496 1.085527418 -0.966253126
397 398 399 400 401 402
-0.746329467 -0.860224962 -0.785612701 -0.910734620 0.038072233 0.048464237
403 404 405 406 407 408
-0.942829868 2.086789478 3.028176094 0.023286306 1.037632394 -0.884405248
409 410 411 412 413 414
-0.976394055 -0.979255881 -0.948975984 -0.980153166 -0.974698610 1.026392538
415 416 417 418 419 420
-0.975936561 0.027928978 2.017499573 -0.983867019 -0.984826661 -0.843928179
421 422 423 424 425 426
-0.690075927 -0.774868629 -0.775487605 -0.932422873 -0.918977198 -0.974128141
427 428 429 430 431 432
-0.983364268 1.086796658 1.102596266 -0.985221195 -0.889837927 -0.986459146
433 434 435 436 437 438
-0.944435502 -0.992715526 -0.971961957 -0.989592366 -0.946911404 -0.982507142
439 440 441 442 443 444
-0.990791975 3.003570621 5.005892973 0.001277567 0.021989498 0.130835477
445 446 447 448 449 450
-0.999524257 -0.925366039 -0.999491030 -1.002245411 -1.002000159 -1.003483363
451 452 453 454 455 456
1.021447868 1.995278686 2.002252491 0.993849860 0.006970274 -1.006640474
457 458 459 460 461 462
-0.946016227 -0.915354026 -0.954087018 -0.991508304 -1.006486538 0.988623674
463 464 465 466 467 468
-1.011995301 -0.012149020 0.990496853 -1.013386972 -0.008780608 -1.014624923
469 470 471 472 473 474
-0.960276774 -0.804579456 -1.008131100 -0.974626404 -0.975245380 -0.941676217
475 476 477 478 479 480
-0.844562600 2.007122995 2.131532974 0.055847880 -0.972908377 -0.711232637
481 482 483 484 485 486
-0.629292180 -0.892664411 -0.743440228 -0.861658124 -0.914075836 -0.895140313
487 488 489 490 491 492
-0.964585494 3.057671920 5.049039149 0.048420174 -0.029052236 -0.980955060
493 494 495 496 497 498
-1.026293756 -0.961686511 -0.954674704 -1.013791424 -1.033040470 -0.033725731
499 500 501 502 503 504
2.014712111 2.027367824 1.033980660 0.019297033 -0.025063275 -0.935023143
505 506 507 508 509 510
-0.896541102 -0.886417317 -0.364020549 -0.773519420 -0.909376751 -0.919964482
511 512 513 514 515 516
2.110487805 4.051221294 1.012488302 3.181250392 -0.748259630 -0.833052332
517 518 519 520 521 522
-0.882084317 -0.779709176 -0.944307776 -0.809007696 -0.926773213 0.203593131
523 524 525 526 527 528
-0.782804054 0.061784117 2.124488622 1.997999771 -1.032979666 -1.014940920
529 530 531 532 533 534
-0.853780775 -0.866698499 -0.901891706 -0.022677715 -1.006333058 -1.040977502
535 536 537 538 539 540
-1.048503505 -0.051489922 2.973033095 -0.050360432 -1.022972801 -1.050840414
541 542 543 544 545 546
-0.966728997 -0.983766556 -0.949976418 -1.034967343 -1.035586319 -0.060769611
547 548 549 550 551 552
-1.062659765 2.937568342 1.938502906 -1.047216104 -1.058407114 -1.055393077
553 554 555 556 557 558
-0.974156704 -1.037489490 -0.999444021 -0.992432213 -1.021188471 0.031552177
559 560 561 562 563 564
-1.034129163 0.959990969 0.996842126 -0.874206969 1.112875307 -0.972161677
565 566 567 568 569 570
-0.794196224 -0.282312630 -0.795434175 -0.924793802 -1.073335899 0.063225487
571 572 573 574 575 576
4.232440587 6.107304527 1.982182608 3.171406402 -0.894552400 -1.004811725
577 578 579 580 581 582
-1.027126134 -0.816847709 -1.014299434 -1.047127650 -1.042094741 -0.058488415
583 584 585 586 587 588
1.025264559 3.044200082 0.931119751 1.926835769 0.004798127 -0.968244576
589 590 591 592 593 594
-1.004844612 -0.969482527 -0.779938924 -0.950391976 -0.971339454 0.173248682
595 596 597 598 599 600
1.999846322 -0.919458643 0.200984374 1.281017747 -0.629453359 -0.667269349
601 602 603 604 605 606
-0.630691310 0.045820768 -0.612768205 -0.573939967 -0.554264807 -0.554883783
607 608 609 610 611 612
0.620263745 3.464539455 5.163964048 0.149123282 0.121209763 -0.710377978
613 614 615 616 617 618
-0.808919235 -0.452779310 -1.020937976 -1.013152165 -1.051885157 -0.014390116
619 620 621 622 623 624
-1.031427674 2.975967146 1.959703592 2.001124512 0.020060035 -0.924882202
625 626 627 628 629 630
-1.069329665 -0.753208467 -0.802222044 -0.737551519 -1.003208317 -0.994241550
631 632 633 634 635 636
-1.022436798 3.070165993 5.985129010 2.925099555 -1.075519421 -1.087051174
637 638 639 640 641 642
-0.920630136 -0.895502577 -0.635051325 -0.869445985 -0.795133861 0.173130473
643 644 645 646 647 648
0.187874347 2.171892522 4.171273547 4.141061952 1.619150218 -0.799466690
649 650 651 652 653 654
-0.232466736 -0.206854881 -0.042436604 -0.681045088 -0.735755976 -0.863889852
655 656 657 658 659 660
0.298686995 2.134872197 7.179208689 -0.789527572 -0.739469830 -0.992482314
> postscript(file="/var/wessaorg/rcomp/tmp/6q15m1386600933.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556)
> dum <- cbind(lag(myerror,k=1),myerror)
> dum
Time Series:
Start = 0
End = 660
Frequency = 1
lag(myerror, k = 1) myerror
0 -0.711063528 NA
1 -0.700632105 -0.711063528
2 -0.705661255 -0.700632105
3 -0.717053090 -0.705661255
4 0.271960763 -0.717053090
5 -0.726946903 0.271960763
6 0.306322198 -0.726946903
7 1.295654042 0.306322198
8 2.299852191 1.295654042
9 0.274091224 2.299852191
10 0.281795423 0.274091224
11 -0.631124028 0.281795423
12 -0.714826227 -0.631124028
13 -0.692363645 -0.714826227
14 -0.717084206 -0.692363645
15 -0.727255189 -0.717084206
16 -0.727874164 -0.727255189
17 -0.660444499 -0.727874164
18 -0.706337564 -0.660444499
19 2.276224643 -0.706337564
20 6.287607359 2.276224643
21 1.266663517 6.287607359
22 0.281959234 1.266663517
23 -0.671872010 0.281959234
24 -0.552501796 -0.671872010
25 -0.588765509 -0.552501796
26 -0.724511913 -0.588765509
27 -0.641027637 -0.724511913
28 -0.712527320 -0.641027637
29 -0.726368839 -0.712527320
30 -0.702886229 -0.726368839
31 3.330889843 -0.702886229
32 2.308390644 3.330889843
33 5.346308040 2.308390644
34 -0.476007453 5.346308040
35 -0.671586059 -0.476007453
36 -0.534065095 -0.671586059
37 -0.379875737 -0.534065095
38 -0.638470969 -0.379875737
39 -0.681775619 -0.638470969
40 0.254902981 -0.681775619
41 -0.737392819 0.254902981
42 -0.748295460 -0.737392819
43 2.249956122 -0.748295460
44 3.251007296 2.249956122
45 1.257808557 3.251007296
46 -0.753479469 1.257808557
47 -0.723093543 -0.753479469
48 -0.733037390 -0.723093543
49 0.255332655 -0.733037390
50 -0.726144782 0.255332655
51 -0.756266861 -0.726144782
52 -0.758281605 -0.756266861
53 -0.758834296 -0.758281605
54 -0.759453272 -0.758834296
55 1.239927753 -0.759453272
56 1.239583158 1.239927753
57 1.249522229 1.239583158
58 -0.669166349 1.249522229
59 -0.736532688 -0.669166349
60 -0.754351120 -0.736532688
61 -0.726498309 -0.754351120
62 -0.727117284 -0.726498309
63 -0.737859073 -0.727117284
64 0.243172978 -0.737859073
65 -0.766262003 0.243172978
66 -0.766947263 -0.766262003
67 2.232500046 -0.766947263
68 2.234481733 2.232500046
69 3.233862757 2.234481733
70 0.238701155 3.233862757
71 0.248654215 0.238701155
72 -0.677832007 0.248654215
73 -0.753603764 -0.677832007
74 -0.724075197 -0.753603764
75 -0.718225305 -0.724075197
76 -0.661992040 -0.718225305
77 0.280536744 -0.661992040
78 0.378428786 0.280536744
79 1.293465359 0.378428786
80 3.255285951 1.293465359
81 0.249849850 3.255285951
82 0.223680669 0.249849850
83 0.298703114 0.223680669
84 -0.759392468 0.298703114
85 -0.724415061 -0.759392468
86 -0.565013873 -0.724415061
87 -0.659012462 -0.565013873
88 -0.659631438 -0.659012462
89 -0.712724397 -0.659631438
90 0.272490061 -0.712724397
91 3.218666631 0.272490061
92 4.258737286 3.218666631
93 1.238011969 4.258737286
94 -0.642515903 1.238011969
95 -0.570584653 -0.642515903
96 -0.683736951 -0.570584653
97 -0.529842200 -0.683736951
98 -0.622494716 -0.529842200
99 -0.623113691 -0.622494716
100 -0.599543939 -0.623113691
101 0.342525119 -0.599543939
102 0.286942578 0.342525119
103 0.398599134 0.286942578
104 2.330464953 0.398599134
105 0.329845977 2.330464953
106 -0.680561307 0.329845977
107 -0.744501390 -0.680561307
108 -0.751166323 -0.744501390
109 -0.785438892 -0.751166323
110 -0.783283475 -0.785438892
111 -0.789044284 -0.783283475
112 -0.794024371 -0.789044284
113 1.212843175 -0.794024371
114 -0.794415239 1.212843175
115 0.205389881 -0.794415239
116 2.202444625 0.205389881
117 0.205281373 2.202444625
118 -0.794796896 0.205281373
119 -0.756747007 -0.794796896
120 -0.601238746 -0.756747007
121 -0.745492254 -0.601238746
122 -0.798942948 -0.745492254
123 -0.801140587 -0.798942948
124 -0.796433648 -0.801140587
125 0.204657499 -0.796433648
126 -0.799748700 0.204657499
127 3.197538078 -0.799748700
128 3.196919103 3.197538078
129 0.195145559 3.196919103
130 -0.806561699 0.195145559
131 -0.804513728 -0.806561699
132 -0.803462554 -0.804513728
133 -0.802004428 -0.803462554
134 -0.746706096 -0.802004428
135 -0.786888264 -0.746706096
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640 -0.795133861 -0.869445985
641 0.173130473 -0.795133861
642 0.187874347 0.173130473
643 2.171892522 0.187874347
644 4.171273547 2.171892522
645 4.141061952 4.171273547
646 1.619150218 4.141061952
647 -0.799466690 1.619150218
648 -0.232466736 -0.799466690
649 -0.206854881 -0.232466736
650 -0.042436604 -0.206854881
651 -0.681045088 -0.042436604
652 -0.735755976 -0.681045088
653 -0.863889852 -0.735755976
654 0.298686995 -0.863889852
655 2.134872197 0.298686995
656 7.179208689 2.134872197
657 -0.789527572 7.179208689
658 -0.739469830 -0.789527572
659 -0.992482314 -0.739469830
660 NA -0.992482314
> dum1 <- dum[2:length(myerror),]
> dum1
lag(myerror, k = 1) myerror
[1,] -0.700632105 -0.711063528
[2,] -0.705661255 -0.700632105
[3,] -0.717053090 -0.705661255
[4,] 0.271960763 -0.717053090
[5,] -0.726946903 0.271960763
[6,] 0.306322198 -0.726946903
[7,] 1.295654042 0.306322198
[8,] 2.299852191 1.295654042
[9,] 0.274091224 2.299852191
[10,] 0.281795423 0.274091224
[11,] -0.631124028 0.281795423
[12,] -0.714826227 -0.631124028
[13,] -0.692363645 -0.714826227
[14,] -0.717084206 -0.692363645
[15,] -0.727255189 -0.717084206
[16,] -0.727874164 -0.727255189
[17,] -0.660444499 -0.727874164
[18,] -0.706337564 -0.660444499
[19,] 2.276224643 -0.706337564
[20,] 6.287607359 2.276224643
[21,] 1.266663517 6.287607359
[22,] 0.281959234 1.266663517
[23,] -0.671872010 0.281959234
[24,] -0.552501796 -0.671872010
[25,] -0.588765509 -0.552501796
[26,] -0.724511913 -0.588765509
[27,] -0.641027637 -0.724511913
[28,] -0.712527320 -0.641027637
[29,] -0.726368839 -0.712527320
[30,] -0.702886229 -0.726368839
[31,] 3.330889843 -0.702886229
[32,] 2.308390644 3.330889843
[33,] 5.346308040 2.308390644
[34,] -0.476007453 5.346308040
[35,] -0.671586059 -0.476007453
[36,] -0.534065095 -0.671586059
[37,] -0.379875737 -0.534065095
[38,] -0.638470969 -0.379875737
[39,] -0.681775619 -0.638470969
[40,] 0.254902981 -0.681775619
[41,] -0.737392819 0.254902981
[42,] -0.748295460 -0.737392819
[43,] 2.249956122 -0.748295460
[44,] 3.251007296 2.249956122
[45,] 1.257808557 3.251007296
[46,] -0.753479469 1.257808557
[47,] -0.723093543 -0.753479469
[48,] -0.733037390 -0.723093543
[49,] 0.255332655 -0.733037390
[50,] -0.726144782 0.255332655
[51,] -0.756266861 -0.726144782
[52,] -0.758281605 -0.756266861
[53,] -0.758834296 -0.758281605
[54,] -0.759453272 -0.758834296
[55,] 1.239927753 -0.759453272
[56,] 1.239583158 1.239927753
[57,] 1.249522229 1.239583158
[58,] -0.669166349 1.249522229
[59,] -0.736532688 -0.669166349
[60,] -0.754351120 -0.736532688
[61,] -0.726498309 -0.754351120
[62,] -0.727117284 -0.726498309
[63,] -0.737859073 -0.727117284
[64,] 0.243172978 -0.737859073
[65,] -0.766262003 0.243172978
[66,] -0.766947263 -0.766262003
[67,] 2.232500046 -0.766947263
[68,] 2.234481733 2.232500046
[69,] 3.233862757 2.234481733
[70,] 0.238701155 3.233862757
[71,] 0.248654215 0.238701155
[72,] -0.677832007 0.248654215
[73,] -0.753603764 -0.677832007
[74,] -0.724075197 -0.753603764
[75,] -0.718225305 -0.724075197
[76,] -0.661992040 -0.718225305
[77,] 0.280536744 -0.661992040
[78,] 0.378428786 0.280536744
[79,] 1.293465359 0.378428786
[80,] 3.255285951 1.293465359
[81,] 0.249849850 3.255285951
[82,] 0.223680669 0.249849850
[83,] 0.298703114 0.223680669
[84,] -0.759392468 0.298703114
[85,] -0.724415061 -0.759392468
[86,] -0.565013873 -0.724415061
[87,] -0.659012462 -0.565013873
[88,] -0.659631438 -0.659012462
[89,] -0.712724397 -0.659631438
[90,] 0.272490061 -0.712724397
[91,] 3.218666631 0.272490061
[92,] 4.258737286 3.218666631
[93,] 1.238011969 4.258737286
[94,] -0.642515903 1.238011969
[95,] -0.570584653 -0.642515903
[96,] -0.683736951 -0.570584653
[97,] -0.529842200 -0.683736951
[98,] -0.622494716 -0.529842200
[99,] -0.623113691 -0.622494716
[100,] -0.599543939 -0.623113691
[101,] 0.342525119 -0.599543939
[102,] 0.286942578 0.342525119
[103,] 0.398599134 0.286942578
[104,] 2.330464953 0.398599134
[105,] 0.329845977 2.330464953
[106,] -0.680561307 0.329845977
[107,] -0.744501390 -0.680561307
[108,] -0.751166323 -0.744501390
[109,] -0.785438892 -0.751166323
[110,] -0.783283475 -0.785438892
[111,] -0.789044284 -0.783283475
[112,] -0.794024371 -0.789044284
[113,] 1.212843175 -0.794024371
[114,] -0.794415239 1.212843175
[115,] 0.205389881 -0.794415239
[116,] 2.202444625 0.205389881
[117,] 0.205281373 2.202444625
[118,] -0.794796896 0.205281373
[119,] -0.756747007 -0.794796896
[120,] -0.601238746 -0.756747007
[121,] -0.745492254 -0.601238746
[122,] -0.798942948 -0.745492254
[123,] -0.801140587 -0.798942948
[124,] -0.796433648 -0.801140587
[125,] 0.204657499 -0.796433648
[126,] -0.799748700 0.204657499
[127,] 3.197538078 -0.799748700
[128,] 3.196919103 3.197538078
[129,] 0.195145559 3.196919103
[130,] -0.806561699 0.195145559
[131,] -0.804513728 -0.806561699
[132,] -0.803462554 -0.804513728
[133,] -0.802004428 -0.803462554
[134,] -0.746706096 -0.802004428
[135,] -0.786888264 -0.746706096
[136,] 0.190255988 -0.786888264
[137,] 1.189171757 0.190255988
[138,] 0.189882265 1.189171757
[139,] 0.191663911 0.189882265
[140,] 2.193005425 0.191663911
[141,] 1.200709625 2.193005425
[142,] -0.772211492 1.200709625
[143,] -0.812365531 -0.772211492
[144,] -0.809470477 -0.812365531
[145,] -0.783753148 -0.809470477
[146,] -0.588581849 -0.783753148
[147,] -0.775306370 -0.588581849
[148,] -0.786804387 -0.775306370
[149,] 0.183920616 -0.786804387
[150,] 1.182147073 0.183920616
[151,] 1.182682665 1.182147073
[152,] 1.179887123 1.182682665
[153,] -0.819709854 1.179887123
[154,] -0.785286185 -0.819709854
[155,] -0.799267775 -0.785286185
[156,] -0.822655064 -0.799267775
[157,] -0.785919963 -0.822655064
[158,] -0.805196659 -0.785919963
[159,] -0.820174894 -0.805196659
[160,] -0.806434611 -0.820174894
[161,] -0.816867651 -0.806434611
[162,] 0.179387963 -0.816867651
[163,] -0.826647227 0.179387963
[164,] 5.173481415 -0.826647227
[165,] 1.174441103 5.173481415
[166,] 2.202444625 1.174441103
[167,] 0.205281373 2.202444625
[168,] -0.794796896 0.205281373
[169,] -0.756747007 -0.794796896
[170,] -0.601238746 -0.756747007
[171,] -0.745492254 -0.601238746
[172,] -0.798942948 -0.745492254
[173,] -0.801140587 -0.798942948
[174,] -0.796433648 -0.801140587
[175,] 0.204657499 -0.796433648
[176,] -0.799748700 0.204657499
[177,] 3.197538078 -0.799748700
[178,] 3.196919103 3.197538078
[179,] 0.195145559 3.196919103
[180,] -0.806561699 0.195145559
[181,] -0.804513728 -0.806561699
[182,] -0.803462554 -0.804513728
[183,] -0.802004428 -0.803462554
[184,] -0.746706096 -0.802004428
[185,] -0.786888264 -0.746706096
[186,] 0.190255988 -0.786888264
[187,] 1.189171757 0.190255988
[188,] 0.189882265 1.189171757
[189,] 0.191663911 0.189882265
[190,] 2.193005425 0.191663911
[191,] 1.200709625 2.193005425
[192,] -0.772211492 1.200709625
[193,] -0.812365531 -0.772211492
[194,] -0.809470477 -0.812365531
[195,] -0.783753148 -0.809470477
[196,] -0.588581849 -0.783753148
[197,] -0.775306370 -0.588581849
[198,] -0.786804387 -0.775306370
[199,] 0.183920616 -0.786804387
[200,] 1.182147073 0.183920616
[201,] 1.182682665 1.182147073
[202,] 1.179887123 1.182682665
[203,] -0.819709854 1.179887123
[204,] -0.785286185 -0.819709854
[205,] -0.799267775 -0.785286185
[206,] -0.822655064 -0.799267775
[207,] -0.785919963 -0.822655064
[208,] -0.805196659 -0.785919963
[209,] -0.820174894 -0.805196659
[210,] -0.806434611 -0.820174894
[211,] -0.816867651 -0.806434611
[212,] 0.179387963 -0.816867651
[213,] -0.826647227 0.179387963
[214,] 5.173481415 -0.826647227
[215,] 1.174017007 5.173481415
[216,] 1.172243464 1.174017007
[217,] -0.775171057 1.172243464
[218,] -0.828687002 -0.775171057
[219,] -0.812005391 -0.828687002
[220,] -0.829924953 -0.812005391
[221,] -0.831408156 -0.829924953
[222,] -0.806476926 -0.831408156
[223,] -0.827420768 -0.806476926
[224,] -0.825672303 -0.827420768
[225,] 1.176483113 -0.825672303
[226,] 1.173089746 1.176483113
[227,] 0.168142839 1.173089746
[228,] -0.836272526 0.168142839
[229,] -0.833095112 -0.836272526
[230,] -0.819834149 -0.833095112
[231,] -0.806036269 -0.819834149
[232,] -0.821072100 -0.806036269
[233,] -0.825287349 -0.821072100
[234,] -0.837743529 -0.825287349
[235,] -0.839517072 -0.837743529
[236,] 0.167657959 -0.839517072
[237,] 0.207213511 0.167657959
[238,] 4.200543680 0.207213511
[239,] 1.171950091 4.200543680
[240,] -0.820931920 1.171950091
[241,] -0.842076358 -0.820931920
[242,] -0.841141794 -0.842076358
[243,] -0.797733289 -0.841141794
[244,] -0.715039608 -0.797733289
[245,] -0.682535345 -0.715039608
[246,] -0.736269108 -0.682535345
[247,] 0.173638510 -0.736269108
[248,] 0.205640701 0.173638510
[249,] 0.122447156 0.205640701
[250,] -0.869940054 0.122447156
[251,] -0.827165004 -0.869940054
[252,] -0.813617414 -0.827165004
[253,] -0.821527137 -0.813617414
[254,] -0.881071818 -0.821527137
[255,] -0.851840460 -0.881071818
[256,] -0.865856264 -0.851840460
[257,] -0.882504649 -0.865856264
[258,] 0.116452280 -0.882504649
[259,] 4.113590453 0.116452280
[260,] 5.113037762 4.113590453
[261,] 4.116689599 5.113037762
[262,] 0.134501840 4.116689599
[263,] -0.833386784 0.134501840
[264,] -0.885167328 -0.833386784
[265,] -0.820560083 -0.885167328
[266,] -0.888499525 -0.820560083
[267,] -0.891295066 -0.888499525
[268,] 0.118918386 -0.891295066
[269,] -0.886842422 0.118918386
[270,] 1.120861777 -0.886842422
[271,] 1.142293674 1.120861777
[272,] 2.105543771 1.142293674
[273,] 1.119004851 2.105543771
[274,] -0.887569859 1.119004851
[275,] -0.812019585 -0.887569859
[276,] -0.882852076 -0.812019585
[277,] -0.755788431 -0.882852076
[278,] -0.756407406 -0.755788431
[279,] -0.837620502 -0.756407406
[280,] -0.830948729 -0.837620502
[281,] -0.735767244 -0.830948729
[282,] 0.160522571 -0.735767244
[283,] 3.134865968 0.160522571
[284,] 5.124197811 3.134865968
[285,] 0.139275002 5.124197811
[286,] 0.118549685 0.139275002
[287,] -0.855916991 0.118549685
[288,] -0.715911345 -0.855916991
[289,] -0.752175058 -0.715911345
[290,] -0.894699077 -0.752175058
[291,] -0.895318052 -0.894699077
[292,] 0.104062972 -0.895318052
[293,] 0.093633567 0.104062972
[294,] -0.902316811 0.093633567
[295,] 1.100189623 -0.902316811
[296,] 1.096445237 1.100189623
[297,] -0.909864333 1.096445237
[298,] 0.090538689 -0.909864333
[299,] -0.883937306 0.090538689
[300,] -0.834593445 -0.883937306
[301,] -0.791217565 -0.834593445
[302,] -0.835831396 -0.791217565
[303,] -0.876290395 -0.835831396
[304,] -0.887032184 -0.876290395
[305,] -0.903125089 -0.887032184
[306,] 1.085030143 -0.903125089
[307,] 1.092003947 1.085030143
[308,] 1.084348934 1.092003947
[309,] 1.083173216 1.084348934
[310,] -0.909852980 1.083173216
[311,] -0.887697404 -0.909852980
[312,] -0.808070273 -0.887697404
[313,] -0.718660995 -0.808070273
[314,] -0.878675289 -0.718660995
[315,] -0.873248307 -0.878675289
[316,] -0.873867283 -0.873248307
[317,] 0.131982609 -0.873867283
[318,] 0.103152642 0.131982609
[319,] 3.080248309 0.103152642
[320,] 3.137001500 3.080248309
[321,] 0.136382524 3.137001500
[322,] -0.864236451 0.136382524
[323,] -0.849851021 -0.864236451
[324,] -0.924400108 -0.849851021
[325,] -0.905590362 -0.924400108
[326,] -0.927880909 -0.905590362
[327,] -0.914419830 -0.927880909
[328,] -0.928587320 -0.914419830
[329,] 0.096343911 -0.928587320
[330,] 0.095724935 0.096343911
[331,] 1.170803792 0.095724935
[332,] 2.099304109 1.170803792
[333,] 0.136245566 2.099304109
[334,] -0.821687736 0.136245566
[335,] 0.208310987 -0.821687736
[336,] -0.892292751 0.208310987
[337,] -0.880396902 -0.892292751
[338,] -0.707425156 -0.880396902
[339,] -0.859754630 -0.707425156
[340,] 0.251901926 -0.859754630
[341,] -0.852871972 0.251901926
[342,] 0.116508220 -0.852871972
[343,] 5.154425616 0.116508220
[344,] 1.115270269 5.154425616
[345,] 0.261531787 1.115270269
[346,] -0.864087459 0.261531787
[347,] -0.923203068 -0.864087459
[348,] -0.923822044 -0.923203068
[349,] -0.930360014 -0.923822044
[350,] -0.915505060 -0.930360014
[351,] -0.920586985 -0.915505060
[352,] -0.906620197 -0.920586985
[353,] -0.921824936 -0.906620197
[354,] -0.930180876 -0.921824936
[355,] 0.056835746 -0.930180876
[356,] 2.054638107 0.056835746
[357,] 1.058687728 2.054638107
[358,] -0.932656779 1.058687728
[359,] -0.946064252 -0.932656779
[360,] 0.052162204 -0.946064252
[361,] -0.949204388 0.052162204
[362,] -0.943749832 -0.949204388
[363,] -0.949387237 -0.943749832
[364,] -0.937321926 -0.949387237
[365,] -0.921122084 -0.937321926
[366,] 0.048448351 -0.921122084
[367,] 3.131034663 0.048448351
[368,] 2.048364968 3.131034663
[369,] 2.056401854 2.048364968
[370,] -0.954584293 2.056401854
[371,] -0.949977930 -0.954584293
[372,] -0.955265502 -0.949977930
[373,] -0.902680023 -0.955265502
[374,] -0.956195968 -0.902680023
[375,] -0.957122429 -0.956195968
[376,] -0.941153360 -0.957122429
[377,] 0.041082878 -0.941153360
[378,] 1.050831074 0.041082878
[379,] 2.043650483 1.050831074
[380,] 1.057390766 2.043650483
[381,] 0.065306698 1.057390766
[382,] -0.935312278 0.065306698
[383,] -0.764029319 -0.935312278
[384,] -0.936550229 -0.764029319
[385,] -0.915343650 -0.936550229
[386,] -0.956137153 -0.915343650
[387,] -0.928284342 -0.956137153
[388,] -0.896694077 -0.928284342
[389,] -0.955119036 -0.896694077
[390,] 0.047536003 -0.955119036
[391,] 1.040767969 0.047536003
[392,] 4.033933650 1.040767969
[393,] 0.032043496 4.033933650
[394,] 1.085527418 0.032043496
[395,] -0.966253126 1.085527418
[396,] -0.746329467 -0.966253126
[397,] -0.860224962 -0.746329467
[398,] -0.785612701 -0.860224962
[399,] -0.910734620 -0.785612701
[400,] 0.038072233 -0.910734620
[401,] 0.048464237 0.038072233
[402,] -0.942829868 0.048464237
[403,] 2.086789478 -0.942829868
[404,] 3.028176094 2.086789478
[405,] 0.023286306 3.028176094
[406,] 1.037632394 0.023286306
[407,] -0.884405248 1.037632394
[408,] -0.976394055 -0.884405248
[409,] -0.979255881 -0.976394055
[410,] -0.948975984 -0.979255881
[411,] -0.980153166 -0.948975984
[412,] -0.974698610 -0.980153166
[413,] 1.026392538 -0.974698610
[414,] -0.975936561 1.026392538
[415,] 0.027928978 -0.975936561
[416,] 2.017499573 0.027928978
[417,] -0.983867019 2.017499573
[418,] -0.984826661 -0.983867019
[419,] -0.843928179 -0.984826661
[420,] -0.690075927 -0.843928179
[421,] -0.774868629 -0.690075927
[422,] -0.775487605 -0.774868629
[423,] -0.932422873 -0.775487605
[424,] -0.918977198 -0.932422873
[425,] -0.974128141 -0.918977198
[426,] -0.983364268 -0.974128141
[427,] 1.086796658 -0.983364268
[428,] 1.102596266 1.086796658
[429,] -0.985221195 1.102596266
[430,] -0.889837927 -0.985221195
[431,] -0.986459146 -0.889837927
[432,] -0.944435502 -0.986459146
[433,] -0.992715526 -0.944435502
[434,] -0.971961957 -0.992715526
[435,] -0.989592366 -0.971961957
[436,] -0.946911404 -0.989592366
[437,] -0.982507142 -0.946911404
[438,] -0.990791975 -0.982507142
[439,] 3.003570621 -0.990791975
[440,] 5.005892973 3.003570621
[441,] 0.001277567 5.005892973
[442,] 0.021989498 0.001277567
[443,] 0.130835477 0.021989498
[444,] -0.999524257 0.130835477
[445,] -0.925366039 -0.999524257
[446,] -0.999491030 -0.925366039
[447,] -1.002245411 -0.999491030
[448,] -1.002000159 -1.002245411
[449,] -1.003483363 -1.002000159
[450,] 1.021447868 -1.003483363
[451,] 1.995278686 1.021447868
[452,] 2.002252491 1.995278686
[453,] 0.993849860 2.002252491
[454,] 0.006970274 0.993849860
[455,] -1.006640474 0.006970274
[456,] -0.946016227 -1.006640474
[457,] -0.915354026 -0.946016227
[458,] -0.954087018 -0.915354026
[459,] -0.991508304 -0.954087018
[460,] -1.006486538 -0.991508304
[461,] 0.988623674 -1.006486538
[462,] -1.011995301 0.988623674
[463,] -0.012149020 -1.011995301
[464,] 0.990496853 -0.012149020
[465,] -1.013386972 0.990496853
[466,] -0.008780608 -1.013386972
[467,] -1.014624923 -0.008780608
[468,] -0.960276774 -1.014624923
[469,] -0.804579456 -0.960276774
[470,] -1.008131100 -0.804579456
[471,] -0.974626404 -1.008131100
[472,] -0.975245380 -0.974626404
[473,] -0.941676217 -0.975245380
[474,] -0.844562600 -0.941676217
[475,] 2.007122995 -0.844562600
[476,] 2.131532974 2.007122995
[477,] 0.055847880 2.131532974
[478,] -0.972908377 0.055847880
[479,] -0.711232637 -0.972908377
[480,] -0.629292180 -0.711232637
[481,] -0.892664411 -0.629292180
[482,] -0.743440228 -0.892664411
[483,] -0.861658124 -0.743440228
[484,] -0.914075836 -0.861658124
[485,] -0.895140313 -0.914075836
[486,] -0.964585494 -0.895140313
[487,] 3.057671920 -0.964585494
[488,] 5.049039149 3.057671920
[489,] 0.048420174 5.049039149
[490,] -0.029052236 0.048420174
[491,] -0.980955060 -0.029052236
[492,] -1.026293756 -0.980955060
[493,] -0.961686511 -1.026293756
[494,] -0.954674704 -0.961686511
[495,] -1.013791424 -0.954674704
[496,] -1.033040470 -1.013791424
[497,] -0.033725731 -1.033040470
[498,] 2.014712111 -0.033725731
[499,] 2.027367824 2.014712111
[500,] 1.033980660 2.027367824
[501,] 0.019297033 1.033980660
[502,] -0.025063275 0.019297033
[503,] -0.935023143 -0.025063275
[504,] -0.896541102 -0.935023143
[505,] -0.886417317 -0.896541102
[506,] -0.364020549 -0.886417317
[507,] -0.773519420 -0.364020549
[508,] -0.909376751 -0.773519420
[509,] -0.919964482 -0.909376751
[510,] 2.110487805 -0.919964482
[511,] 4.051221294 2.110487805
[512,] 1.012488302 4.051221294
[513,] 3.181250392 1.012488302
[514,] -0.748259630 3.181250392
[515,] -0.833052332 -0.748259630
[516,] -0.882084317 -0.833052332
[517,] -0.779709176 -0.882084317
[518,] -0.944307776 -0.779709176
[519,] -0.809007696 -0.944307776
[520,] -0.926773213 -0.809007696
[521,] 0.203593131 -0.926773213
[522,] -0.782804054 0.203593131
[523,] 0.061784117 -0.782804054
[524,] 2.124488622 0.061784117
[525,] 1.997999771 2.124488622
[526,] -1.032979666 1.997999771
[527,] -1.014940920 -1.032979666
[528,] -0.853780775 -1.014940920
[529,] -0.866698499 -0.853780775
[530,] -0.901891706 -0.866698499
[531,] -0.022677715 -0.901891706
[532,] -1.006333058 -0.022677715
[533,] -1.040977502 -1.006333058
[534,] -1.048503505 -1.040977502
[535,] -0.051489922 -1.048503505
[536,] 2.973033095 -0.051489922
[537,] -0.050360432 2.973033095
[538,] -1.022972801 -0.050360432
[539,] -1.050840414 -1.022972801
[540,] -0.966728997 -1.050840414
[541,] -0.983766556 -0.966728997
[542,] -0.949976418 -0.983766556
[543,] -1.034967343 -0.949976418
[544,] -1.035586319 -1.034967343
[545,] -0.060769611 -1.035586319
[546,] -1.062659765 -0.060769611
[547,] 2.937568342 -1.062659765
[548,] 1.938502906 2.937568342
[549,] -1.047216104 1.938502906
[550,] -1.058407114 -1.047216104
[551,] -1.055393077 -1.058407114
[552,] -0.974156704 -1.055393077
[553,] -1.037489490 -0.974156704
[554,] -0.999444021 -1.037489490
[555,] -0.992432213 -0.999444021
[556,] -1.021188471 -0.992432213
[557,] 0.031552177 -1.021188471
[558,] -1.034129163 0.031552177
[559,] 0.959990969 -1.034129163
[560,] 0.996842126 0.959990969
[561,] -0.874206969 0.996842126
[562,] 1.112875307 -0.874206969
[563,] -0.972161677 1.112875307
[564,] -0.794196224 -0.972161677
[565,] -0.282312630 -0.794196224
[566,] -0.795434175 -0.282312630
[567,] -0.924793802 -0.795434175
[568,] -1.073335899 -0.924793802
[569,] 0.063225487 -1.073335899
[570,] 4.232440587 0.063225487
[571,] 6.107304527 4.232440587
[572,] 1.982182608 6.107304527
[573,] 3.171406402 1.982182608
[574,] -0.894552400 3.171406402
[575,] -1.004811725 -0.894552400
[576,] -1.027126134 -1.004811725
[577,] -0.816847709 -1.027126134
[578,] -1.014299434 -0.816847709
[579,] -1.047127650 -1.014299434
[580,] -1.042094741 -1.047127650
[581,] -0.058488415 -1.042094741
[582,] 1.025264559 -0.058488415
[583,] 3.044200082 1.025264559
[584,] 0.931119751 3.044200082
[585,] 1.926835769 0.931119751
[586,] 0.004798127 1.926835769
[587,] -0.968244576 0.004798127
[588,] -1.004844612 -0.968244576
[589,] -0.969482527 -1.004844612
[590,] -0.779938924 -0.969482527
[591,] -0.950391976 -0.779938924
[592,] -0.971339454 -0.950391976
[593,] 0.173248682 -0.971339454
[594,] 1.999846322 0.173248682
[595,] -0.919458643 1.999846322
[596,] 0.200984374 -0.919458643
[597,] 1.281017747 0.200984374
[598,] -0.629453359 1.281017747
[599,] -0.667269349 -0.629453359
[600,] -0.630691310 -0.667269349
[601,] 0.045820768 -0.630691310
[602,] -0.612768205 0.045820768
[603,] -0.573939967 -0.612768205
[604,] -0.554264807 -0.573939967
[605,] -0.554883783 -0.554264807
[606,] 0.620263745 -0.554883783
[607,] 3.464539455 0.620263745
[608,] 5.163964048 3.464539455
[609,] 0.149123282 5.163964048
[610,] 0.121209763 0.149123282
[611,] -0.710377978 0.121209763
[612,] -0.808919235 -0.710377978
[613,] -0.452779310 -0.808919235
[614,] -1.020937976 -0.452779310
[615,] -1.013152165 -1.020937976
[616,] -1.051885157 -1.013152165
[617,] -0.014390116 -1.051885157
[618,] -1.031427674 -0.014390116
[619,] 2.975967146 -1.031427674
[620,] 1.959703592 2.975967146
[621,] 2.001124512 1.959703592
[622,] 0.020060035 2.001124512
[623,] -0.924882202 0.020060035
[624,] -1.069329665 -0.924882202
[625,] -0.753208467 -1.069329665
[626,] -0.802222044 -0.753208467
[627,] -0.737551519 -0.802222044
[628,] -1.003208317 -0.737551519
[629,] -0.994241550 -1.003208317
[630,] -1.022436798 -0.994241550
[631,] 3.070165993 -1.022436798
[632,] 5.985129010 3.070165993
[633,] 2.925099555 5.985129010
[634,] -1.075519421 2.925099555
[635,] -1.087051174 -1.075519421
[636,] -0.920630136 -1.087051174
[637,] -0.895502577 -0.920630136
[638,] -0.635051325 -0.895502577
[639,] -0.869445985 -0.635051325
[640,] -0.795133861 -0.869445985
[641,] 0.173130473 -0.795133861
[642,] 0.187874347 0.173130473
[643,] 2.171892522 0.187874347
[644,] 4.171273547 2.171892522
[645,] 4.141061952 4.171273547
[646,] 1.619150218 4.141061952
[647,] -0.799466690 1.619150218
[648,] -0.232466736 -0.799466690
[649,] -0.206854881 -0.232466736
[650,] -0.042436604 -0.206854881
[651,] -0.681045088 -0.042436604
[652,] -0.735755976 -0.681045088
[653,] -0.863889852 -0.735755976
[654,] 0.298686995 -0.863889852
[655,] 2.134872197 0.298686995
[656,] 7.179208689 2.134872197
[657,] -0.789527572 7.179208689
[658,] -0.739469830 -0.789527572
[659,] -0.992482314 -0.739469830
> z <- as.data.frame(dum1)
> z
lag(myerror, k = 1) myerror
1 -0.700632105 -0.711063528
2 -0.705661255 -0.700632105
3 -0.717053090 -0.705661255
4 0.271960763 -0.717053090
5 -0.726946903 0.271960763
6 0.306322198 -0.726946903
7 1.295654042 0.306322198
8 2.299852191 1.295654042
9 0.274091224 2.299852191
10 0.281795423 0.274091224
11 -0.631124028 0.281795423
12 -0.714826227 -0.631124028
13 -0.692363645 -0.714826227
14 -0.717084206 -0.692363645
15 -0.727255189 -0.717084206
16 -0.727874164 -0.727255189
17 -0.660444499 -0.727874164
18 -0.706337564 -0.660444499
19 2.276224643 -0.706337564
20 6.287607359 2.276224643
21 1.266663517 6.287607359
22 0.281959234 1.266663517
23 -0.671872010 0.281959234
24 -0.552501796 -0.671872010
25 -0.588765509 -0.552501796
26 -0.724511913 -0.588765509
27 -0.641027637 -0.724511913
28 -0.712527320 -0.641027637
29 -0.726368839 -0.712527320
30 -0.702886229 -0.726368839
31 3.330889843 -0.702886229
32 2.308390644 3.330889843
33 5.346308040 2.308390644
34 -0.476007453 5.346308040
35 -0.671586059 -0.476007453
36 -0.534065095 -0.671586059
37 -0.379875737 -0.534065095
38 -0.638470969 -0.379875737
39 -0.681775619 -0.638470969
40 0.254902981 -0.681775619
41 -0.737392819 0.254902981
42 -0.748295460 -0.737392819
43 2.249956122 -0.748295460
44 3.251007296 2.249956122
45 1.257808557 3.251007296
46 -0.753479469 1.257808557
47 -0.723093543 -0.753479469
48 -0.733037390 -0.723093543
49 0.255332655 -0.733037390
50 -0.726144782 0.255332655
51 -0.756266861 -0.726144782
52 -0.758281605 -0.756266861
53 -0.758834296 -0.758281605
54 -0.759453272 -0.758834296
55 1.239927753 -0.759453272
56 1.239583158 1.239927753
57 1.249522229 1.239583158
58 -0.669166349 1.249522229
59 -0.736532688 -0.669166349
60 -0.754351120 -0.736532688
61 -0.726498309 -0.754351120
62 -0.727117284 -0.726498309
63 -0.737859073 -0.727117284
64 0.243172978 -0.737859073
65 -0.766262003 0.243172978
66 -0.766947263 -0.766262003
67 2.232500046 -0.766947263
68 2.234481733 2.232500046
69 3.233862757 2.234481733
70 0.238701155 3.233862757
71 0.248654215 0.238701155
72 -0.677832007 0.248654215
73 -0.753603764 -0.677832007
74 -0.724075197 -0.753603764
75 -0.718225305 -0.724075197
76 -0.661992040 -0.718225305
77 0.280536744 -0.661992040
78 0.378428786 0.280536744
79 1.293465359 0.378428786
80 3.255285951 1.293465359
81 0.249849850 3.255285951
82 0.223680669 0.249849850
83 0.298703114 0.223680669
84 -0.759392468 0.298703114
85 -0.724415061 -0.759392468
86 -0.565013873 -0.724415061
87 -0.659012462 -0.565013873
88 -0.659631438 -0.659012462
89 -0.712724397 -0.659631438
90 0.272490061 -0.712724397
91 3.218666631 0.272490061
92 4.258737286 3.218666631
93 1.238011969 4.258737286
94 -0.642515903 1.238011969
95 -0.570584653 -0.642515903
96 -0.683736951 -0.570584653
97 -0.529842200 -0.683736951
98 -0.622494716 -0.529842200
99 -0.623113691 -0.622494716
100 -0.599543939 -0.623113691
101 0.342525119 -0.599543939
102 0.286942578 0.342525119
103 0.398599134 0.286942578
104 2.330464953 0.398599134
105 0.329845977 2.330464953
106 -0.680561307 0.329845977
107 -0.744501390 -0.680561307
108 -0.751166323 -0.744501390
109 -0.785438892 -0.751166323
110 -0.783283475 -0.785438892
111 -0.789044284 -0.783283475
112 -0.794024371 -0.789044284
113 1.212843175 -0.794024371
114 -0.794415239 1.212843175
115 0.205389881 -0.794415239
116 2.202444625 0.205389881
117 0.205281373 2.202444625
118 -0.794796896 0.205281373
119 -0.756747007 -0.794796896
120 -0.601238746 -0.756747007
121 -0.745492254 -0.601238746
122 -0.798942948 -0.745492254
123 -0.801140587 -0.798942948
124 -0.796433648 -0.801140587
125 0.204657499 -0.796433648
126 -0.799748700 0.204657499
127 3.197538078 -0.799748700
128 3.196919103 3.197538078
129 0.195145559 3.196919103
130 -0.806561699 0.195145559
131 -0.804513728 -0.806561699
132 -0.803462554 -0.804513728
133 -0.802004428 -0.803462554
134 -0.746706096 -0.802004428
135 -0.786888264 -0.746706096
136 0.190255988 -0.786888264
137 1.189171757 0.190255988
138 0.189882265 1.189171757
139 0.191663911 0.189882265
140 2.193005425 0.191663911
141 1.200709625 2.193005425
142 -0.772211492 1.200709625
143 -0.812365531 -0.772211492
144 -0.809470477 -0.812365531
145 -0.783753148 -0.809470477
146 -0.588581849 -0.783753148
147 -0.775306370 -0.588581849
148 -0.786804387 -0.775306370
149 0.183920616 -0.786804387
150 1.182147073 0.183920616
151 1.182682665 1.182147073
152 1.179887123 1.182682665
153 -0.819709854 1.179887123
154 -0.785286185 -0.819709854
155 -0.799267775 -0.785286185
156 -0.822655064 -0.799267775
157 -0.785919963 -0.822655064
158 -0.805196659 -0.785919963
159 -0.820174894 -0.805196659
160 -0.806434611 -0.820174894
161 -0.816867651 -0.806434611
162 0.179387963 -0.816867651
163 -0.826647227 0.179387963
164 5.173481415 -0.826647227
165 1.174441103 5.173481415
166 2.202444625 1.174441103
167 0.205281373 2.202444625
168 -0.794796896 0.205281373
169 -0.756747007 -0.794796896
170 -0.601238746 -0.756747007
171 -0.745492254 -0.601238746
172 -0.798942948 -0.745492254
173 -0.801140587 -0.798942948
174 -0.796433648 -0.801140587
175 0.204657499 -0.796433648
176 -0.799748700 0.204657499
177 3.197538078 -0.799748700
178 3.196919103 3.197538078
179 0.195145559 3.196919103
180 -0.806561699 0.195145559
181 -0.804513728 -0.806561699
182 -0.803462554 -0.804513728
183 -0.802004428 -0.803462554
184 -0.746706096 -0.802004428
185 -0.786888264 -0.746706096
186 0.190255988 -0.786888264
187 1.189171757 0.190255988
188 0.189882265 1.189171757
189 0.191663911 0.189882265
190 2.193005425 0.191663911
191 1.200709625 2.193005425
192 -0.772211492 1.200709625
193 -0.812365531 -0.772211492
194 -0.809470477 -0.812365531
195 -0.783753148 -0.809470477
196 -0.588581849 -0.783753148
197 -0.775306370 -0.588581849
198 -0.786804387 -0.775306370
199 0.183920616 -0.786804387
200 1.182147073 0.183920616
201 1.182682665 1.182147073
202 1.179887123 1.182682665
203 -0.819709854 1.179887123
204 -0.785286185 -0.819709854
205 -0.799267775 -0.785286185
206 -0.822655064 -0.799267775
207 -0.785919963 -0.822655064
208 -0.805196659 -0.785919963
209 -0.820174894 -0.805196659
210 -0.806434611 -0.820174894
211 -0.816867651 -0.806434611
212 0.179387963 -0.816867651
213 -0.826647227 0.179387963
214 5.173481415 -0.826647227
215 1.174017007 5.173481415
216 1.172243464 1.174017007
217 -0.775171057 1.172243464
218 -0.828687002 -0.775171057
219 -0.812005391 -0.828687002
220 -0.829924953 -0.812005391
221 -0.831408156 -0.829924953
222 -0.806476926 -0.831408156
223 -0.827420768 -0.806476926
224 -0.825672303 -0.827420768
225 1.176483113 -0.825672303
226 1.173089746 1.176483113
227 0.168142839 1.173089746
228 -0.836272526 0.168142839
229 -0.833095112 -0.836272526
230 -0.819834149 -0.833095112
231 -0.806036269 -0.819834149
232 -0.821072100 -0.806036269
233 -0.825287349 -0.821072100
234 -0.837743529 -0.825287349
235 -0.839517072 -0.837743529
236 0.167657959 -0.839517072
237 0.207213511 0.167657959
238 4.200543680 0.207213511
239 1.171950091 4.200543680
240 -0.820931920 1.171950091
241 -0.842076358 -0.820931920
242 -0.841141794 -0.842076358
243 -0.797733289 -0.841141794
244 -0.715039608 -0.797733289
245 -0.682535345 -0.715039608
246 -0.736269108 -0.682535345
247 0.173638510 -0.736269108
248 0.205640701 0.173638510
249 0.122447156 0.205640701
250 -0.869940054 0.122447156
251 -0.827165004 -0.869940054
252 -0.813617414 -0.827165004
253 -0.821527137 -0.813617414
254 -0.881071818 -0.821527137
255 -0.851840460 -0.881071818
256 -0.865856264 -0.851840460
257 -0.882504649 -0.865856264
258 0.116452280 -0.882504649
259 4.113590453 0.116452280
260 5.113037762 4.113590453
261 4.116689599 5.113037762
262 0.134501840 4.116689599
263 -0.833386784 0.134501840
264 -0.885167328 -0.833386784
265 -0.820560083 -0.885167328
266 -0.888499525 -0.820560083
267 -0.891295066 -0.888499525
268 0.118918386 -0.891295066
269 -0.886842422 0.118918386
270 1.120861777 -0.886842422
271 1.142293674 1.120861777
272 2.105543771 1.142293674
273 1.119004851 2.105543771
274 -0.887569859 1.119004851
275 -0.812019585 -0.887569859
276 -0.882852076 -0.812019585
277 -0.755788431 -0.882852076
278 -0.756407406 -0.755788431
279 -0.837620502 -0.756407406
280 -0.830948729 -0.837620502
281 -0.735767244 -0.830948729
282 0.160522571 -0.735767244
283 3.134865968 0.160522571
284 5.124197811 3.134865968
285 0.139275002 5.124197811
286 0.118549685 0.139275002
287 -0.855916991 0.118549685
288 -0.715911345 -0.855916991
289 -0.752175058 -0.715911345
290 -0.894699077 -0.752175058
291 -0.895318052 -0.894699077
292 0.104062972 -0.895318052
293 0.093633567 0.104062972
294 -0.902316811 0.093633567
295 1.100189623 -0.902316811
296 1.096445237 1.100189623
297 -0.909864333 1.096445237
298 0.090538689 -0.909864333
299 -0.883937306 0.090538689
300 -0.834593445 -0.883937306
301 -0.791217565 -0.834593445
302 -0.835831396 -0.791217565
303 -0.876290395 -0.835831396
304 -0.887032184 -0.876290395
305 -0.903125089 -0.887032184
306 1.085030143 -0.903125089
307 1.092003947 1.085030143
308 1.084348934 1.092003947
309 1.083173216 1.084348934
310 -0.909852980 1.083173216
311 -0.887697404 -0.909852980
312 -0.808070273 -0.887697404
313 -0.718660995 -0.808070273
314 -0.878675289 -0.718660995
315 -0.873248307 -0.878675289
316 -0.873867283 -0.873248307
317 0.131982609 -0.873867283
318 0.103152642 0.131982609
319 3.080248309 0.103152642
320 3.137001500 3.080248309
321 0.136382524 3.137001500
322 -0.864236451 0.136382524
323 -0.849851021 -0.864236451
324 -0.924400108 -0.849851021
325 -0.905590362 -0.924400108
326 -0.927880909 -0.905590362
327 -0.914419830 -0.927880909
328 -0.928587320 -0.914419830
329 0.096343911 -0.928587320
330 0.095724935 0.096343911
331 1.170803792 0.095724935
332 2.099304109 1.170803792
333 0.136245566 2.099304109
334 -0.821687736 0.136245566
335 0.208310987 -0.821687736
336 -0.892292751 0.208310987
337 -0.880396902 -0.892292751
338 -0.707425156 -0.880396902
339 -0.859754630 -0.707425156
340 0.251901926 -0.859754630
341 -0.852871972 0.251901926
342 0.116508220 -0.852871972
343 5.154425616 0.116508220
344 1.115270269 5.154425616
345 0.261531787 1.115270269
346 -0.864087459 0.261531787
347 -0.923203068 -0.864087459
348 -0.923822044 -0.923203068
349 -0.930360014 -0.923822044
350 -0.915505060 -0.930360014
351 -0.920586985 -0.915505060
352 -0.906620197 -0.920586985
353 -0.921824936 -0.906620197
354 -0.930180876 -0.921824936
355 0.056835746 -0.930180876
356 2.054638107 0.056835746
357 1.058687728 2.054638107
358 -0.932656779 1.058687728
359 -0.946064252 -0.932656779
360 0.052162204 -0.946064252
361 -0.949204388 0.052162204
362 -0.943749832 -0.949204388
363 -0.949387237 -0.943749832
364 -0.937321926 -0.949387237
365 -0.921122084 -0.937321926
366 0.048448351 -0.921122084
367 3.131034663 0.048448351
368 2.048364968 3.131034663
369 2.056401854 2.048364968
370 -0.954584293 2.056401854
371 -0.949977930 -0.954584293
372 -0.955265502 -0.949977930
373 -0.902680023 -0.955265502
374 -0.956195968 -0.902680023
375 -0.957122429 -0.956195968
376 -0.941153360 -0.957122429
377 0.041082878 -0.941153360
378 1.050831074 0.041082878
379 2.043650483 1.050831074
380 1.057390766 2.043650483
381 0.065306698 1.057390766
382 -0.935312278 0.065306698
383 -0.764029319 -0.935312278
384 -0.936550229 -0.764029319
385 -0.915343650 -0.936550229
386 -0.956137153 -0.915343650
387 -0.928284342 -0.956137153
388 -0.896694077 -0.928284342
389 -0.955119036 -0.896694077
390 0.047536003 -0.955119036
391 1.040767969 0.047536003
392 4.033933650 1.040767969
393 0.032043496 4.033933650
394 1.085527418 0.032043496
395 -0.966253126 1.085527418
396 -0.746329467 -0.966253126
397 -0.860224962 -0.746329467
398 -0.785612701 -0.860224962
399 -0.910734620 -0.785612701
400 0.038072233 -0.910734620
401 0.048464237 0.038072233
402 -0.942829868 0.048464237
403 2.086789478 -0.942829868
404 3.028176094 2.086789478
405 0.023286306 3.028176094
406 1.037632394 0.023286306
407 -0.884405248 1.037632394
408 -0.976394055 -0.884405248
409 -0.979255881 -0.976394055
410 -0.948975984 -0.979255881
411 -0.980153166 -0.948975984
412 -0.974698610 -0.980153166
413 1.026392538 -0.974698610
414 -0.975936561 1.026392538
415 0.027928978 -0.975936561
416 2.017499573 0.027928978
417 -0.983867019 2.017499573
418 -0.984826661 -0.983867019
419 -0.843928179 -0.984826661
420 -0.690075927 -0.843928179
421 -0.774868629 -0.690075927
422 -0.775487605 -0.774868629
423 -0.932422873 -0.775487605
424 -0.918977198 -0.932422873
425 -0.974128141 -0.918977198
426 -0.983364268 -0.974128141
427 1.086796658 -0.983364268
428 1.102596266 1.086796658
429 -0.985221195 1.102596266
430 -0.889837927 -0.985221195
431 -0.986459146 -0.889837927
432 -0.944435502 -0.986459146
433 -0.992715526 -0.944435502
434 -0.971961957 -0.992715526
435 -0.989592366 -0.971961957
436 -0.946911404 -0.989592366
437 -0.982507142 -0.946911404
438 -0.990791975 -0.982507142
439 3.003570621 -0.990791975
440 5.005892973 3.003570621
441 0.001277567 5.005892973
442 0.021989498 0.001277567
443 0.130835477 0.021989498
444 -0.999524257 0.130835477
445 -0.925366039 -0.999524257
446 -0.999491030 -0.925366039
447 -1.002245411 -0.999491030
448 -1.002000159 -1.002245411
449 -1.003483363 -1.002000159
450 1.021447868 -1.003483363
451 1.995278686 1.021447868
452 2.002252491 1.995278686
453 0.993849860 2.002252491
454 0.006970274 0.993849860
455 -1.006640474 0.006970274
456 -0.946016227 -1.006640474
457 -0.915354026 -0.946016227
458 -0.954087018 -0.915354026
459 -0.991508304 -0.954087018
460 -1.006486538 -0.991508304
461 0.988623674 -1.006486538
462 -1.011995301 0.988623674
463 -0.012149020 -1.011995301
464 0.990496853 -0.012149020
465 -1.013386972 0.990496853
466 -0.008780608 -1.013386972
467 -1.014624923 -0.008780608
468 -0.960276774 -1.014624923
469 -0.804579456 -0.960276774
470 -1.008131100 -0.804579456
471 -0.974626404 -1.008131100
472 -0.975245380 -0.974626404
473 -0.941676217 -0.975245380
474 -0.844562600 -0.941676217
475 2.007122995 -0.844562600
476 2.131532974 2.007122995
477 0.055847880 2.131532974
478 -0.972908377 0.055847880
479 -0.711232637 -0.972908377
480 -0.629292180 -0.711232637
481 -0.892664411 -0.629292180
482 -0.743440228 -0.892664411
483 -0.861658124 -0.743440228
484 -0.914075836 -0.861658124
485 -0.895140313 -0.914075836
486 -0.964585494 -0.895140313
487 3.057671920 -0.964585494
488 5.049039149 3.057671920
489 0.048420174 5.049039149
490 -0.029052236 0.048420174
491 -0.980955060 -0.029052236
492 -1.026293756 -0.980955060
493 -0.961686511 -1.026293756
494 -0.954674704 -0.961686511
495 -1.013791424 -0.954674704
496 -1.033040470 -1.013791424
497 -0.033725731 -1.033040470
498 2.014712111 -0.033725731
499 2.027367824 2.014712111
500 1.033980660 2.027367824
501 0.019297033 1.033980660
502 -0.025063275 0.019297033
503 -0.935023143 -0.025063275
504 -0.896541102 -0.935023143
505 -0.886417317 -0.896541102
506 -0.364020549 -0.886417317
507 -0.773519420 -0.364020549
508 -0.909376751 -0.773519420
509 -0.919964482 -0.909376751
510 2.110487805 -0.919964482
511 4.051221294 2.110487805
512 1.012488302 4.051221294
513 3.181250392 1.012488302
514 -0.748259630 3.181250392
515 -0.833052332 -0.748259630
516 -0.882084317 -0.833052332
517 -0.779709176 -0.882084317
518 -0.944307776 -0.779709176
519 -0.809007696 -0.944307776
520 -0.926773213 -0.809007696
521 0.203593131 -0.926773213
522 -0.782804054 0.203593131
523 0.061784117 -0.782804054
524 2.124488622 0.061784117
525 1.997999771 2.124488622
526 -1.032979666 1.997999771
527 -1.014940920 -1.032979666
528 -0.853780775 -1.014940920
529 -0.866698499 -0.853780775
530 -0.901891706 -0.866698499
531 -0.022677715 -0.901891706
532 -1.006333058 -0.022677715
533 -1.040977502 -1.006333058
534 -1.048503505 -1.040977502
535 -0.051489922 -1.048503505
536 2.973033095 -0.051489922
537 -0.050360432 2.973033095
538 -1.022972801 -0.050360432
539 -1.050840414 -1.022972801
540 -0.966728997 -1.050840414
541 -0.983766556 -0.966728997
542 -0.949976418 -0.983766556
543 -1.034967343 -0.949976418
544 -1.035586319 -1.034967343
545 -0.060769611 -1.035586319
546 -1.062659765 -0.060769611
547 2.937568342 -1.062659765
548 1.938502906 2.937568342
549 -1.047216104 1.938502906
550 -1.058407114 -1.047216104
551 -1.055393077 -1.058407114
552 -0.974156704 -1.055393077
553 -1.037489490 -0.974156704
554 -0.999444021 -1.037489490
555 -0.992432213 -0.999444021
556 -1.021188471 -0.992432213
557 0.031552177 -1.021188471
558 -1.034129163 0.031552177
559 0.959990969 -1.034129163
560 0.996842126 0.959990969
561 -0.874206969 0.996842126
562 1.112875307 -0.874206969
563 -0.972161677 1.112875307
564 -0.794196224 -0.972161677
565 -0.282312630 -0.794196224
566 -0.795434175 -0.282312630
567 -0.924793802 -0.795434175
568 -1.073335899 -0.924793802
569 0.063225487 -1.073335899
570 4.232440587 0.063225487
571 6.107304527 4.232440587
572 1.982182608 6.107304527
573 3.171406402 1.982182608
574 -0.894552400 3.171406402
575 -1.004811725 -0.894552400
576 -1.027126134 -1.004811725
577 -0.816847709 -1.027126134
578 -1.014299434 -0.816847709
579 -1.047127650 -1.014299434
580 -1.042094741 -1.047127650
581 -0.058488415 -1.042094741
582 1.025264559 -0.058488415
583 3.044200082 1.025264559
584 0.931119751 3.044200082
585 1.926835769 0.931119751
586 0.004798127 1.926835769
587 -0.968244576 0.004798127
588 -1.004844612 -0.968244576
589 -0.969482527 -1.004844612
590 -0.779938924 -0.969482527
591 -0.950391976 -0.779938924
592 -0.971339454 -0.950391976
593 0.173248682 -0.971339454
594 1.999846322 0.173248682
595 -0.919458643 1.999846322
596 0.200984374 -0.919458643
597 1.281017747 0.200984374
598 -0.629453359 1.281017747
599 -0.667269349 -0.629453359
600 -0.630691310 -0.667269349
601 0.045820768 -0.630691310
602 -0.612768205 0.045820768
603 -0.573939967 -0.612768205
604 -0.554264807 -0.573939967
605 -0.554883783 -0.554264807
606 0.620263745 -0.554883783
607 3.464539455 0.620263745
608 5.163964048 3.464539455
609 0.149123282 5.163964048
610 0.121209763 0.149123282
611 -0.710377978 0.121209763
612 -0.808919235 -0.710377978
613 -0.452779310 -0.808919235
614 -1.020937976 -0.452779310
615 -1.013152165 -1.020937976
616 -1.051885157 -1.013152165
617 -0.014390116 -1.051885157
618 -1.031427674 -0.014390116
619 2.975967146 -1.031427674
620 1.959703592 2.975967146
621 2.001124512 1.959703592
622 0.020060035 2.001124512
623 -0.924882202 0.020060035
624 -1.069329665 -0.924882202
625 -0.753208467 -1.069329665
626 -0.802222044 -0.753208467
627 -0.737551519 -0.802222044
628 -1.003208317 -0.737551519
629 -0.994241550 -1.003208317
630 -1.022436798 -0.994241550
631 3.070165993 -1.022436798
632 5.985129010 3.070165993
633 2.925099555 5.985129010
634 -1.075519421 2.925099555
635 -1.087051174 -1.075519421
636 -0.920630136 -1.087051174
637 -0.895502577 -0.920630136
638 -0.635051325 -0.895502577
639 -0.869445985 -0.635051325
640 -0.795133861 -0.869445985
641 0.173130473 -0.795133861
642 0.187874347 0.173130473
643 2.171892522 0.187874347
644 4.171273547 2.171892522
645 4.141061952 4.171273547
646 1.619150218 4.141061952
647 -0.799466690 1.619150218
648 -0.232466736 -0.799466690
649 -0.206854881 -0.232466736
650 -0.042436604 -0.206854881
651 -0.681045088 -0.042436604
652 -0.735755976 -0.681045088
653 -0.863889852 -0.735755976
654 0.298686995 -0.863889852
655 2.134872197 0.298686995
656 7.179208689 2.134872197
657 -0.789527572 7.179208689
658 -0.739469830 -0.789527572
659 -0.992482314 -0.739469830
> plot(z,main=paste('Residual Lag plot, lowess, and regression line'), ylab='values of Residuals', xlab='lagged values of Residuals')
> lines(lowess(z))
> abline(lm(z))
> grid()
> dev.off()
null device
1
> postscript(file="/var/wessaorg/rcomp/tmp/77aqg1386600933.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556)
> acf(mysum$resid, lag.max=length(mysum$resid)/2, main='Residual Autocorrelation Function')
> grid()
> dev.off()
null device
1
> postscript(file="/var/wessaorg/rcomp/tmp/8q0jl1386600933.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556)
> pacf(mysum$resid, lag.max=length(mysum$resid)/2, main='Residual Partial Autocorrelation Function')
> grid()
> dev.off()
null device
1
> postscript(file="/var/wessaorg/rcomp/tmp/9mpeg1386600933.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556)
> opar <- par(mfrow = c(2,2), oma = c(0, 0, 1.1, 0))
> plot(mylm, las = 1, sub='Residual Diagnostics')
> par(opar)
> dev.off()
null device
1
> if (n > n25) {
+ postscript(file="/var/wessaorg/rcomp/tmp/10pty61386600933.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556)
+ plot(kp3:nmkm3,gqarr[,2], main='Goldfeld-Quandt test',ylab='2-sided p-value',xlab='breakpoint')
+ grid()
+ dev.off()
+ }
null device
1
>
> #Note: the /var/wessaorg/rcomp/createtable file can be downloaded at http://www.wessa.net/cretab
> load(file="/var/wessaorg/rcomp/createtable")
>
> a<-table.start()
> a<-table.row.start(a)
> a<-table.element(a, 'Multiple Linear Regression - Estimated Regression Equation', 1, TRUE)
> a<-table.row.end(a)
> myeq <- colnames(x)[1]
> myeq <- paste(myeq, '[t] = ', sep='')
> for (i in 1:k){
+ if (mysum$coefficients[i,1] > 0) myeq <- paste(myeq, '+', '')
+ myeq <- paste(myeq, signif(mysum$coefficients[i,1],6), sep=' ')
+ if (rownames(mysum$coefficients)[i] != '(Intercept)') {
+ myeq <- paste(myeq, rownames(mysum$coefficients)[i], sep='')
+ if (rownames(mysum$coefficients)[i] != 't') myeq <- paste(myeq, '[t]', sep='')
+ }
+ }
> myeq <- paste(myeq, ' + e[t]')
> a<-table.row.start(a)
> a<-table.element(a, myeq)
> a<-table.row.end(a)
> a<-table.end(a)
> table.save(a,file="/var/wessaorg/rcomp/tmp/11erlx1386600933.tab")
> a<-table.start()
> a<-table.row.start(a)
> a<-table.element(a,hyperlink('http://www.xycoon.com/ols1.htm','Multiple Linear Regression - Ordinary Least Squares',''), 6, TRUE)
> a<-table.row.end(a)
> a<-table.row.start(a)
> a<-table.element(a,'Variable',header=TRUE)
> a<-table.element(a,'Parameter',header=TRUE)
> a<-table.element(a,'S.D.',header=TRUE)
> a<-table.element(a,'T-STAT
H0: parameter = 0',header=TRUE)
> a<-table.element(a,'2-tail p-value',header=TRUE)
> a<-table.element(a,'1-tail p-value',header=TRUE)
> a<-table.row.end(a)
> for (i in 1:k){
+ a<-table.row.start(a)
+ a<-table.element(a,rownames(mysum$coefficients)[i],header=TRUE)
+ a<-table.element(a,signif(mysum$coefficients[i,1],6))
+ a<-table.element(a, signif(mysum$coefficients[i,2],6))
+ a<-table.element(a, signif(mysum$coefficients[i,3],4))
+ a<-table.element(a, signif(mysum$coefficients[i,4],6))
+ a<-table.element(a, signif(mysum$coefficients[i,4]/2,6))
+ a<-table.row.end(a)
+ }
> a<-table.end(a)
> table.save(a,file="/var/wessaorg/rcomp/tmp/12mtyx1386600933.tab")
> a<-table.start()
> a<-table.row.start(a)
> a<-table.element(a, 'Multiple Linear Regression - Regression Statistics', 2, TRUE)
> a<-table.row.end(a)
> a<-table.row.start(a)
> a<-table.element(a, 'Multiple R',1,TRUE)
> a<-table.element(a, signif(sqrt(mysum$r.squared),6))
> a<-table.row.end(a)
> a<-table.row.start(a)
> a<-table.element(a, 'R-squared',1,TRUE)
> a<-table.element(a, signif(mysum$r.squared,6))
> a<-table.row.end(a)
> a<-table.row.start(a)
> a<-table.element(a, 'Adjusted R-squared',1,TRUE)
> a<-table.element(a, signif(mysum$adj.r.squared,6))
> a<-table.row.end(a)
> a<-table.row.start(a)
> a<-table.element(a, 'F-TEST (value)',1,TRUE)
> a<-table.element(a, signif(mysum$fstatistic[1],6))
> a<-table.row.end(a)
> a<-table.row.start(a)
> a<-table.element(a, 'F-TEST (DF numerator)',1,TRUE)
> a<-table.element(a, signif(mysum$fstatistic[2],6))
> a<-table.row.end(a)
> a<-table.row.start(a)
> a<-table.element(a, 'F-TEST (DF denominator)',1,TRUE)
> a<-table.element(a, signif(mysum$fstatistic[3],6))
> a<-table.row.end(a)
> a<-table.row.start(a)
> a<-table.element(a, 'p-value',1,TRUE)
> a<-table.element(a, signif(1-pf(mysum$fstatistic[1],mysum$fstatistic[2],mysum$fstatistic[3]),6))
> a<-table.row.end(a)
> a<-table.row.start(a)
> a<-table.element(a, 'Multiple Linear Regression - Residual Statistics', 2, TRUE)
> a<-table.row.end(a)
> a<-table.row.start(a)
> a<-table.element(a, 'Residual Standard Deviation',1,TRUE)
> a<-table.element(a, signif(mysum$sigma,6))
> a<-table.row.end(a)
> a<-table.row.start(a)
> a<-table.element(a, 'Sum Squared Residuals',1,TRUE)
> a<-table.element(a, signif(sum(myerror*myerror),6))
> a<-table.row.end(a)
> a<-table.end(a)
> table.save(a,file="/var/wessaorg/rcomp/tmp/131f071386600933.tab")
> a<-table.start()
> a<-table.row.start(a)
> a<-table.element(a, 'Multiple Linear Regression - Actuals, Interpolation, and Residuals', 4, TRUE)
> a<-table.row.end(a)
> a<-table.row.start(a)
> a<-table.element(a, 'Time or Index', 1, TRUE)
> a<-table.element(a, 'Actuals', 1, TRUE)
> a<-table.element(a, 'Interpolation
Forecast', 1, TRUE)
> a<-table.element(a, 'Residuals
Prediction Error', 1, TRUE)
> a<-table.row.end(a)
> for (i in 1:n) {
+ a<-table.row.start(a)
+ a<-table.element(a,i, 1, TRUE)
+ a<-table.element(a,signif(x[i],6))
+ a<-table.element(a,signif(x[i]-mysum$resid[i],6))
+ a<-table.element(a,signif(mysum$resid[i],6))
+ a<-table.row.end(a)
+ }
> a<-table.end(a)
> table.save(a,file="/var/wessaorg/rcomp/tmp/140g821386600933.tab")
> if (n > n25) {
+ a<-table.start()
+ a<-table.row.start(a)
+ a<-table.element(a,'Goldfeld-Quandt test for Heteroskedasticity',4,TRUE)
+ a<-table.row.end(a)
+ a<-table.row.start(a)
+ a<-table.element(a,'p-values',header=TRUE)
+ a<-table.element(a,'Alternative Hypothesis',3,header=TRUE)
+ a<-table.row.end(a)
+ a<-table.row.start(a)
+ a<-table.element(a,'breakpoint index',header=TRUE)
+ a<-table.element(a,'greater',header=TRUE)
+ a<-table.element(a,'2-sided',header=TRUE)
+ a<-table.element(a,'less',header=TRUE)
+ a<-table.row.end(a)
+ for (mypoint in kp3:nmkm3) {
+ a<-table.row.start(a)
+ a<-table.element(a,mypoint,header=TRUE)
+ a<-table.element(a,signif(gqarr[mypoint-kp3+1,1],6))
+ a<-table.element(a,signif(gqarr[mypoint-kp3+1,2],6))
+ a<-table.element(a,signif(gqarr[mypoint-kp3+1,3],6))
+ a<-table.row.end(a)
+ }
+ a<-table.end(a)
+ table.save(a,file="/var/wessaorg/rcomp/tmp/15qpz31386600933.tab")
+ a<-table.start()
+ a<-table.row.start(a)
+ a<-table.element(a,'Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity',4,TRUE)
+ a<-table.row.end(a)
+ a<-table.row.start(a)
+ a<-table.element(a,'Description',header=TRUE)
+ a<-table.element(a,'# significant tests',header=TRUE)
+ a<-table.element(a,'% significant tests',header=TRUE)
+ a<-table.element(a,'OK/NOK',header=TRUE)
+ a<-table.row.end(a)
+ a<-table.row.start(a)
+ a<-table.element(a,'1% type I error level',header=TRUE)
+ a<-table.element(a,signif(numsignificant1,6))
+ a<-table.element(a,signif(numsignificant1/numgqtests,6))
+ if (numsignificant1/numgqtests < 0.01) dum <- 'OK' else dum <- 'NOK'
+ a<-table.element(a,dum)
+ a<-table.row.end(a)
+ a<-table.row.start(a)
+ a<-table.element(a,'5% type I error level',header=TRUE)
+ a<-table.element(a,signif(numsignificant5,6))
+ a<-table.element(a,signif(numsignificant5/numgqtests,6))
+ if (numsignificant5/numgqtests < 0.05) dum <- 'OK' else dum <- 'NOK'
+ a<-table.element(a,dum)
+ a<-table.row.end(a)
+ a<-table.row.start(a)
+ a<-table.element(a,'10% type I error level',header=TRUE)
+ a<-table.element(a,signif(numsignificant10,6))
+ a<-table.element(a,signif(numsignificant10/numgqtests,6))
+ if (numsignificant10/numgqtests < 0.1) dum <- 'OK' else dum <- 'NOK'
+ a<-table.element(a,dum)
+ a<-table.row.end(a)
+ a<-table.end(a)
+ table.save(a,file="/var/wessaorg/rcomp/tmp/16t8l31386600933.tab")
+ }
>
> try(system("convert tmp/19onz1386600933.ps tmp/19onz1386600933.png",intern=TRUE))
character(0)
> try(system("convert tmp/2r45j1386600933.ps tmp/2r45j1386600933.png",intern=TRUE))
character(0)
> try(system("convert tmp/3u2xf1386600933.ps tmp/3u2xf1386600933.png",intern=TRUE))
character(0)
> try(system("convert tmp/4v7oa1386600933.ps tmp/4v7oa1386600933.png",intern=TRUE))
character(0)
> try(system("convert tmp/5ox5a1386600933.ps tmp/5ox5a1386600933.png",intern=TRUE))
character(0)
> try(system("convert tmp/6q15m1386600933.ps tmp/6q15m1386600933.png",intern=TRUE))
character(0)
> try(system("convert tmp/77aqg1386600933.ps tmp/77aqg1386600933.png",intern=TRUE))
character(0)
> try(system("convert tmp/8q0jl1386600933.ps tmp/8q0jl1386600933.png",intern=TRUE))
character(0)
> try(system("convert tmp/9mpeg1386600933.ps tmp/9mpeg1386600933.png",intern=TRUE))
character(0)
> try(system("convert tmp/10pty61386600933.ps tmp/10pty61386600933.png",intern=TRUE))
character(0)
>
>
> proc.time()
user system elapsed
59.985 5.854 66.260